diff --git a/.Rbuildignore b/.Rbuildignore index 51b48d44f..0639049f9 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -3,13 +3,10 @@ ^.*\.Rproj$ ^\.Rproj\.user$ ^\.travis\.yml$ -^models$ -^package_outline.txt$ -^in_dev.R$ ^CONTRIBUTING\.md$ ^CODE_OF_CONDUCT\.md$ ^_pkgdown\.yml$ ^LICENSE\.md$ -^cran-comments\.md$ ^\.zenodo\.json$ -^inst/WORDLIST$ \ No newline at end of file +^inst/WORDLIST$ +^notes.R$ diff --git a/.gitignore b/.gitignore index f7546f1ae..e82c0578f 100644 --- a/.gitignore +++ b/.gitignore @@ -5,3 +5,6 @@ doc .RData docs/* inst/doc +tests/testthat/testing/* +tests/testthat/prod/* +tests/testthat/sand/* \ No newline at end of file diff --git a/.travis.yml b/.travis.yml index 24740f8d8..5bcb376ab 100644 --- a/.travis.yml +++ b/.travis.yml @@ -1,37 +1,33 @@ language: r cache: packages -sudo: false +sudo: required warnings_are_errors: false -r: - - release - - devel + +before_install: + - sudo apt-get update -qq + - sudo apt-get install texlive-latex-base r_packages: -- covr + - covr script: - | R CMD build . - travis_wait 20 R CMD check portalcasting*tar.gz - -addons: - apt: - packages: - - libgsl0-dbg - - libgsl0-dev - - libgsl0ldbl - update: true - -after_success: - - R CMD INSTALL . - - Rscript -e 'pkgdown::build_site()' - - travis_wait 20 Rscript -e 'library(covr); codecov()' + travis_wait 40 R CMD check portalcasting*tar.gz -deploy: - provider: pages - skip-cleanup: true - github-token: $GITHUB_PAT - keep-history: true - local-dir: docs - on: - branch: master +matrix: + include: + - r: devel + - r: release + after_success: + - R CMD INSTALL . + - Rscript -e 'pkgdown::build_site(examples = FALSE)' + - travis_wait 40 Rscript -e 'library(covr); codecov()' + deploy: + provider: pages + skip-cleanup: true + github-token: $GITHUB_PAT + keep-history: true + local-dir: docs + on: + branch: master \ No newline at end of file diff --git a/DESCRIPTION b/DESCRIPTION index c746b18d9..25d0bcbe3 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: portalcasting Title: Functions Used in Predicting Portal Rodent Dynamics -Version: 0.8.1 +Version: 0.9.0 Authors@R: c( person(c("Juniper", "L."), "Simonis", email = "juniper.simonis@weecology.org", role = c("aut", "cre"), @@ -20,25 +20,23 @@ Authors@R: c( Description: Create a directory, populate it with data, build models, forecast rodent populations, and visualize the results. This package provides the functionality underlying the - Portal Predictions Project: . + Portal Predictions Project + as well as support for exploring and developing new models in sandbox environments. URL: https://weecology.github.io/portalcasting, https://github.com/weecology/portalcasting BugReports: https://github.com/weecology/portalcasting/issues Depends: R (>= 3.2.3) License: MIT + file LICENSE LazyData: true Imports: + curl, DesignLibrary, - digest, dplyr, forecast, httr, lubridate, - magrittr, portalr, - purrr, - RCurl, + readr, rlang, - tidyselect, tscount, viridis, yaml diff --git a/NAMESPACE b/NAMESPACE index 55b1dedd8..0815ab217 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -1,153 +1,152 @@ # Generated by roxygen2: do not edit by hand export(AutoArima) -export(AutoArima_options) export(ESSS) -export(ESSS_options) -export(PortalData_options) -export(add_addl_future_moons) -export(add_ensemble) +export(NMME_urls) +export(NaiveArima) +export(add_date_from_components) +export(add_extra_future_moons) export(add_future_moons) -export(all_options) -export(append_cov_fcast_csv) +export(add_moons_from_date) +export(all_species) export(append_csv) -export(append_observed_to_cast) -export(append_past_moons_to_raw) -export(base_path) +export(base_species) export(cast) -export(cast_is_valid) -export(cast_models) -export(cast_options) -export(casts) +export(cast_covariates) +export(cast_ndvi) +export(cast_weather) +export(cast_window) +export(casts_path) export(check_arg) +export(check_arg_list) export(check_args) -export(check_to_skip) -export(classy) -export(cleanup_dir) export(clear_tmp) -export(combine_forecasts) -export(compile_aic_weights) +export(climate_dl_control) +export(combine_hist_and_cast) export(covariate_models) -export(covariates_options) +export(create) export(create_dir) -export(create_main_dir) -export(create_sub_dir) -export(create_sub_dirs) -export(create_tmp) -export(data_options) -export(dataout) -export(dir_options) -export(dirtree) -export(download_predictions) -export(enforce_rodents_options) -export(fcast0) -export(file_paths) -export(fill_PortalData) +export(create_main) +export(create_subs) +export(data_path) +export(download) +export(download_climate_casts) +export(download_destin) +export(download_message) +export(download_url) +export(error_if_deep) +export(evalplot_species) +export(extract_data_sets) +export(extract_min_lag) +export(file_ext) +export(file_path) +export(files_control) +export(fill_casts) +export(fill_casts_message) export(fill_data) export(fill_dir) export(fill_models) -export(fill_predictions) -export(forecast_covariates) -export(forecast_ndvi) -export(forecast_weather) +export(fill_raw) export(format_moons) export(foy) -export(get_climate_forecasts) -export(interpolate_abundance) -export(is.spcol) +export(ifna) +export(ifnull) +export(is_sp_col) export(lag_covariates) +export(last_census) +export(last_moon) +export(list_depth) export(main_path) -export(make_ensemble) -export(measure_cast_error) export(messageq) -export(metadata_options) -export(model_names) -export(model_options) -export(model_paths) -export(model_scripts) +export(model_control) +export(model_controls) export(model_template) -export(models_options) +export(models_path) export(models_to_cast) -export(moons_options) -export(most_recent_cast) -export(most_recent_census) export(na_conformer) +export(name_from_url) +export(named_null_list) export(nbGARCH) -export(nbGARCH_options) export(nbsGARCH) -export(nbsGARCH_options) +export(path_no_ext) export(pevGARCH) -export(pevGARCH_options) export(plot_cast_point) -export(plot_cast_point_yaxis) export(plot_cast_ts) -export(plot_cast_ts_xaxis) -export(plot_cast_ts_ylab) -export(plot_cov_RMSE_mod_spp) -export(plot_err_lead_spp_mods) export(portalcast) -export(predictions_options) +export(portalcast_goodbye) +export(portalcast_welcome) +export(prefab_data_sets) +export(prefab_models) +export(prep_cast_covariates) export(prep_covariates) -export(prep_data) -export(prep_fcast_covariates) export(prep_hist_covariates) export(prep_metadata) export(prep_moons) export(prep_rodents) -export(prep_rodents_list) +export(prep_rodents_table) export(prep_weather_data) -export(read_all) -export(read_cast) -export(read_casts) -export(read_controls) -export(read_covariate_forecasts) +export(process_rodent_data) +export(raw_path) +export(read_cast_tab) +export(read_casts_metadata) +export(read_climate_casts) +export(read_covariate_casts) export(read_covariates) export(read_data) +export(read_directory_config) export(read_metadata) export(read_moons) +export(read_rodents) +export(read_rodents_table) export(remove_incompletes) -export(remove_spp) -export(rodent_spp) -export(rodents_options) -export(save_forecast_output) +export(return_if_null) +export(rodent_species) +export(rodents_control) +export(rodents_controls) +export(sandbox_welcome) +export(save_cast_cov_csv) +export(save_cast_output) export(select_casts) -export(select_most_ab_spp) export(setup_dir) -export(step_casts) -export(step_hind_forward) -export(sub_paths) -export(subdirs) -export(today) -export(transfer_hist_covariate_forecasts) -export(transfer_trapping_table) -export(trim_moons_fcast) -export(trim_treatment) -export(update_covariates) -export(update_covfcast_options) -export(update_data) -export(update_rodents_list) -export(verify_PortalData) -export(verify_cast) +export(setup_production) +export(setup_sandbox) +export(species_from_table) +export(sub_path) +export(summarize_daily_weather_by_moon) +export(target_moons) +export(tmp_path) +export(trim_moons) +export(unzip_destins) +export(unzip_download) +export(update_directory_config) +export(update_list) +export(verify) export(verify_models) +export(verify_raw_data) +export(write_data) +export(write_directory_config) export(write_model) +export(zenodo_downloads) +export(zenodo_url) +export(zenodo_versions) importFrom(DesignLibrary,match.call.defaults) -importFrom(RCurl,getURL) -importFrom(digest,digest) +importFrom(curl,curl) +importFrom(dplyr,"%>%") importFrom(dplyr,arrange) importFrom(dplyr,bind_rows) importFrom(dplyr,filter) -importFrom(dplyr,full_join) importFrom(dplyr,group_by) importFrom(dplyr,inner_join) importFrom(dplyr,left_join) importFrom(dplyr,mutate) importFrom(dplyr,n) +importFrom(dplyr,one_of) importFrom(dplyr,rename) importFrom(dplyr,right_join) importFrom(dplyr,select) -importFrom(dplyr,summarise) importFrom(dplyr,summarize) importFrom(dplyr,ungroup) +importFrom(forecast,Arima) importFrom(forecast,auto.arima) importFrom(forecast,ets) importFrom(forecast,forecast) @@ -165,20 +164,15 @@ importFrom(graphics,text) importFrom(httr,GET) importFrom(httr,content) importFrom(httr,stop_for_status) -importFrom(lubridate,as_date) -importFrom(lubridate,is.Date) importFrom(lubridate,month) importFrom(lubridate,year) -importFrom(magrittr,"%>%") -importFrom(magrittr,extract2) -importFrom(portalr,download_observations) -importFrom(portalr,fcast_ndvi) importFrom(portalr,find_incomplete_censuses) importFrom(portalr,get_future_moons) +importFrom(portalr,load_trapping_data) importFrom(portalr,ndvi) importFrom(portalr,summarize_rodent_data) importFrom(portalr,weather) -importFrom(purrr,map) +importFrom(readr,read_csv) importFrom(rlang,"!!!") importFrom(rlang,"!!") importFrom(rlang,.data) @@ -190,14 +184,15 @@ importFrom(stats,na.omit) importFrom(stats,predict) importFrom(stats,qnorm) importFrom(stats,quantile) +importFrom(stats,rnorm) importFrom(stats,runif) -importFrom(tidyselect,one_of) importFrom(tscount,tsglm) importFrom(utils,download.file) importFrom(utils,packageDescription) importFrom(utils,read.csv) -importFrom(utils,read.table) +importFrom(utils,sessionInfo) importFrom(utils,tail) +importFrom(utils,unzip) importFrom(utils,write.csv) importFrom(utils,write.table) importFrom(viridis,viridis) diff --git a/NEWS.md b/NEWS.md index b55368b1e..a6e3e7493 100644 --- a/NEWS.md +++ b/NEWS.md @@ -2,6 +2,93 @@ Version numbers follow [Semantic Versioning](https://semver.org/). +# [portalcasting 0.9.0](https://github.com/weecology/portalcasting/releases/tag/v0.9.0) +*2019-09-06* + +### Major API update: increase in explicit top-level arguments +* Moved key arguments to focal top-level inputs, rather than nested within control options list. Allows full control, but with default settings working cleanly. [addresses](https://github.com/weecology/portalcasting/issues/123) +* Restructuring of the controls lists, retained usage in situations where necessary: model construction, data set construction, file naming, climate data downloading. +* Openness for new `setup` functions, in particular `setup_sandbox`. [addresses](https://github.com/weecology/portalcasting/issues/125) +* Simplification of model naming inputs. Just put the names in you need, only use the `model_names` functions when you need to (usually in coding inside of functions or for setting default argument levels). [addresses](https://github.com/weecology/portalcasting/issues/119) + +### Directory tree structure simplified +* `dirtree` was removed +* `base` (both as a function and a concept) was removed. To make that structure use main = "./name" +* "PortalData" has been removed as a sub and replaced with "raw", which includes all raw versions of files (post unzipping) downloaded: Portal Data and Portal Predictions and covariate forecasts (whose saving is also new here). + +### Tightened messaging +* Expanded use of `quiet` and `verbose` connected throughout the pipeline. +* Additional messaging functions to reduce code clutter. +* Formatting of messages to reduce clutter and highlight the outline structure. + +### Download capacity generalized +* Flexible interface to downloading capacity through a url, with generalized and flexible functions for generating Zenodo API urls (for retrieving the raw data and historical predictions) and NMME API urls (for retrieving weather forecasts) to port into the `download` function. [addresses](https://github.com/weecology/portalcasting/issues/121) and [addresses](https://github.com/weecology/portalcasting/issues/107) and [addresses](https://github.com/weecology/portalcasting/issues/53) + +### Changes for users adding their own models to the prefab set +* Substantial reduction in effort for users who wish to add models (i.e. anyone who is sandboxing). You can even just plunk your own R script (which could be a single line calling out to an external program if desired) without having to add any model script writing controls, and just add the name of the model to the models argument in `portalcast` and it will run it with everything else. +* Outlined in the updated [Getting Started](https://weecology.github.io/portalcasting/articles/howto.html) and [Adding a Model/Data](https://weecology.github.io/portalcasting/articles/adding_a_model_or_data.html) vignettes. +* Users adding models to the prefab suite should now permanently add their model's control options to the source code in `model_script_controls` rather than write their own control functions. +* Users adding models to the prefab suite should permanently add their model's function code to the `prefab_models` script (reusing and adding to the documentation in `prefab_model_functions`), rather than to its own script. +* Users should still add their model's name to the source code in `model_names`. + +### Relaxed model requirements +* Models are no longer forced to use interpolated data. +* Models are no longer required to output a rigidly formatted data-table. Presently, the requirement is just a list, but soon some specifications will be added to improve reliability. +* Outlined in the updated [Adding a Model/Data](https://weecology.github.io/portalcasting/articles/adding_a_model_or_data.html) vignette. + +### More organization via metadata +* Generalized cast output is now tracked using a unique id in the file name associated with the cast, which is related to a row in a metadata table, newly included here. [addresses](https://github.com/weecology/portalcasting/issues/105) and [addresses](https://github.com/weecology/portalcasting/issues/106) and [addresses](https://github.com/weecology/portalPredictions/issues/316) +* Additional control information (like data set setup) is sent to the model metadata and saved out. +* Directory setting up configuration information is now tracked in a `dir_config.yaml` file, which is pulled from to save information about what was used to create, setup, and run the particular casts. + +### Changes for users interested in analyzing their own data sets not in the standard data set configuration +* Users are now able to define rodent observation data sets that are not part of the standard data set ("all" and "controls", each also with interpolation of missing data) by giving the name in the `data_sets` argument and the controls defining the data set (used by portalr's `summarize_rodent_data` function) in the `controls_rodents` argument. +* In order to actualize this, a user will need to flip off the argument checking (the default in a sandbox setting, if using a standard or production setting, set `arg_checks = FALSE` in the relevant function). +* Users interested in permanently adding the treatment level to the available data sets should add the source code to the `rodents_controls` function, just like with the models. +* [addresses](https://github.com/weecology/portalcasting/issues/133) +* Internal code points the pipeline to the files named via the data set inputs. The other data files are pointed to using the `control_files` (see `file_controls`) input list, which allows for some general flexibility with respect to what files the pipeline is reading in from the `data` subdirectory. + +### Split of standard data sets +* The prefab `all` and `controls` were both default being interpolated for all models because of the use of AIC for model comparison and ensemble building. That forced all models to use interpolated data. +* Starting in this version, the models are not required to have been fit in the same fashion (due to generalization of comparison and post-processing code), and so interpolation is not required if not needed, and we have split out the data to standard and interpolated versions. + +### Application of specific models to specific data sets now facilitated +* `write_model` and `model_template` have a `data_sets` argument that is used to write the code out, replacing the hard code requirement of analyzing "all" and "controls" for every model. Now, users who wish to analyze a particular data component can easily add it to the analysis pipeline. + +### Generalization of code terms +* Throughout the codebase, terminology has been generalized from "fcast"/"forecast"/"hindcast" to "cast" except where a clear distinction is needed (here primarily due to where the covariate values used come from). +* Nice benefits: highlights commonality between the two (see next section) and reduces code volume. +* `start_newmoon` is now `start_moon` like `end_moon` +* [addresses](https://github.com/weecology/portalcasting/issues/134) + +### "Hindcasting" becomes more similar to "forecasting" +* In the codebase now, "hindcasting" is functionally "forecasting" with a forecast origin (`end_moon`) that is not the most recently occurring moon. +* Indeed, "hindcast" is nearly entirely removed from the codebase and "forecast" is nearly exclusively retained in documentation (and barely in the code itself), with both functionally being replaced with the generalized (and shorter) "cast". +* `cast_type` is retained in the metadata file for posterity, but functionality is more generally checked by considering `end_moon` and `last_moon` in combination, where `end_moon` is the forecast origin and `last_moon` is the most recent +* Rather than the complex machinery used to iterate through multiple forecasts ("hindcasting") that involved working backwards and skipping certain moons (which didn't need to be skipped anymore due to updated code from a while back that allows us to forecast fine even without the most recent samples yet), a simple for loop is able to manage iterating. This is also facilitated by the downloading of the raw portalPredictions repository from Zenodo and critically its retention in the "raw" subdirectory, which allows quick re-calculation of historic predictions of covariates. [addresses](https://github.com/weecology/portalcasting/issues/11) +* `cast_type` has been removed as an input, it's auto determined now based on `end_moon` and the last moon available (if they're equal it's a "forecast", if not it's a "hindcast"). + +### Softer handling of model failure +* Within `cast`, the model scripts are now sourced within a for-loop (rather than sapply) to allow for simple error catching of each script. [addresses](https://github.com/weecology/portalcasting/issues/22) + +### Improved argument checking flow +* Arg checking is now considerably tighter, code-wise. +* Each argument is either recognized and given a set of attributes (from an internally defined list) or unrecognized and stated to the user that it's not being checked (to help notify anyone building in the code that there's a new argument). +* The argument's attributes define the logical checking flow through a series of pretty simple options. +* There is also now a `arg_checks` logical argument that goes into `check_args` to turn off all of the underlying code, enabling the user to go off the production restrictions that would otherwise through errors, even though they might technically work under the hood. + +### Substantial re-writes of the vignettes +* Done in general to update with the present version of the codebase. +* Broke the `adding a model or data` vignette into "working locally" and "adding to the pipeline", also added checklists and screen shots. [addresses](https://github.com/weecology/portalcasting/issues/113) +* Reorganized the `getting started` vignette to an order that makes sense. [addresses](https://github.com/weecology/portalcasting/issues/120) + +### Additional things +* `drop_spp` is now changed to `species` (so focus on inclusion, not exclusion). [addresses](https://github.com/weecology/portalcasting/issues/128) +* Improved examples, also now as `\donttest{}`. [addresses](https://github.com/weecology/portalcasting/issues/127) +* Tightened testing with `skip_on_cran` used judiciously. [addresses](https://github.com/weecology/portalcasting/issues/124) +* No longer building the AIC-based ensemble. [addresses](https://github.com/weecology/portalcasting/issues/102) +* Default confidence limit is now the more standard 0.95. + # [portalcasting 0.8.1](https://github.com/weecology/portalcasting/releases/tag/v0.8.1) *2019-07-11* diff --git a/R/args.R b/R/args.R new file mode 100644 index 000000000..53024762b --- /dev/null +++ b/R/args.R @@ -0,0 +1,626 @@ +#' @title Check a function's arguments' values for validity +#' +#' @description Provides toggle-able argument checking for nearly all +#' functions in the codebase (save a few utilities), that can be turned off +#' to facilitate sandboxing or kept on to support reliability. \cr \cr +#' \code{check_args} checks that all of the arguments to a given +#' function have valid values within the pipeline to avoid naming collision +#' and improper formatting, by wrapping around \code{check_arg} for each +#' argument. \cr \cr +#' \code{check_arg} returns \code{NULL} if the argument is valid or +#' \code{character} vector of error messages associated +#' with the specific situation (\code{( = arg_value)}) +#' if the argument is invalid. \cr \cr +#' \code{check_arg_list} produces a list of argument details for +#' checking within \code{check_arg}. \cr \cr +#' \strong{\code{check_args} should only be called within a function.} +#' \cr \cr +#' See \code{Details} for argument-specific rules. +#' +#' @details Argument details used for checking are produced simply via +#' \code{check_arg_list}. If you are adding to the codebase and use +#' novel arguments, add them to that function's production. \cr +#' Each argument should have its own element that is a list with the +#' following elements: \code{class} (\code{character} value of its class), +#' \code{null} (\code{logical} indicator if the argument can be \code{NULL}), +#' \code{na} (\code{logical} indicator if the argument can be \code{NA}), +#' \code{length} (\code{numeric} value of how many elements the argument can +#' be or \code{NULL} if unrestricted), and \code{addl} if needed (an +#' unevaluated \code{expression} that can be evaluated and allows for +#' simple evaluation of, e.g., element names of a \code{list}; see the +#' source code). \cr +#' +#' Usage rules for arguments are as follows: \cr +#' +#' Must be length-1 \code{logical} values, can be \code{NULL}, but cannot be +#' \code{NA}: +#' \code{add_error}, +#' \code{add_in_window}, +#' \code{add_lead}, +#' \code{add_obs}, +#' \code{append_cast_csv}, +#' \code{arg_checks}, +#' \code{clean}, +#' \code{cleanup}, +#' \code{covariatesTF}, +#' \code{effort}, +#' \code{fillweight}, +#' \code{interpolate}, +#' \code{na_drop}, +#' \code{nadot}, +#' \code{NULLname}, +#' \code{overwrite}, +#' \code{quiet}, +#' \code{retain_target_moons}, +#' \code{return_version}, +#' \code{save}, +#' \code{tail}, +#' \code{total}, +#' \code{unknowns}, +#' \code{verbose}, +#' \code{with_census}, +#' \code{zero_drop}. +#' +#' Must be \code{logical} values, can be any length or \code{NULL}, but +#' cannot be \code{NA}: +#' \code{movedTF}, +#' +#' Must be length-1 \code{character} values, can be \code{NULL}, but cannot +#' be \code{NA}: +#' \code{colname}, +#' \code{data_name}, +#' \code{data_set}, +#' \code{directory}, +#' \code{extension} (if not \code{NULL}, must have a \code{"."} character), +#' \code{filename}, +#' \code{filename_cov}, +#' \code{filename_cov_casts}, +#' \code{filename_config}, +#' \code{filename_meta}, +#' \code{filename_moons}, +#' \code{freq}, +#' \code{level}, +#' \code{main}, +#' \code{model} (inputted values are checked via +#' \code{\link{verify_models}}), +#' \code{name}, +#' \code{output} (if not \code{NULL}, must be \code{"abundances"}), +#' \code{path}, +#' \code{plots} (if not \code{NULL}, must be \code{"all"} or +#' \code{"longterm"}), +#' \code{raw_data}, +#' \code{sep_char}, +#' \code{set}, +#' \code{shape}, +#' \code{source_name}, +#' \code{source_url}, +#' \code{species_id} (if not \code{NULL}, must be within the species +#' produced by \code{rodent_spp("wtotal")}), +#' \code{sub} (must be one of the named sub directories: \code{"tmp"}, +#' \code{"raw"}, \code{"data"}, \code{"models"}, or \code{"casts"}), +#' \code{time}, +#' \code{title}, +#' \code{type}, +#' \code{url}, +#' \code{winner} (if not \code{NULL}, must be \code{"hist"} or +#' \code{"cast"}), +#' \code{zip_destin}. +#' +#' Must be \code{character} values, can be any length, can be \code{NULL}, +#' but cannot be \code{NA}: +#' \code{colnames}, +#' \code{concept_rec_id}, +#' \code{data}, +#' \code{data_sets}, +#' \code{downloads_versions}, +#' \code{enquote_args}, +#' \code{eval_args}, +#' \code{files}, +#' \code{models} (inputted values are checked via +#' \code{\link{verify_models}}), +#' \code{msg}, +#' \code{names}, +#' \code{paths}, +#' \code{rec_id}, +#' \code{rec_version}, +#' \code{ref_species}, +#' \code{species} (if not \code{NULL}, must be all within the species +#' produced by \code{all_secies(total = TRUE)}), +#' \code{subs} (must all be one of the named sub directories: \code{"tmp"}, +#' \code{"raw"}, \code{"data"}, \code{"models"}, or \code{"casts"}), +#' \code{target_cols}, +#' \code{treatment} (if not \code{NULL}, must be \code{"control"}) +#' +#' Must be \code{data.frame}s, can be any length, can be \code{NULL}, +#' but cannot be \code{NA}: +#' \code{casts}, +#' \code{cast_cov}, +#' \code{cast_tab}, +#' \code{casts}, +#' \code{covariates}, +#' \code{df}, +#' \code{hist_cov}, +#' \code{hist_tab}, +#' \code{moons}, +#' \code{obs}, +#' \code{preds}, +#' \code{rodents_tab}. +#' +#' Must be a \code{data.frame} or \code{vector} can be any length, can be +#' \code{NULL}, but cannot be \code{NA}: +#' \code{dfv}. +#' +#' Must be a \code{data.frame} or \code{list} can be any length, can be +#' \code{NULL}, but cannot be \code{NA}: +#' \code{dfl}. +#' +#' Must be \code{list}s, can be any length, can be \code{NULL}, but cannot +#' be \code{NA}: +#' \code{control_climate_dl}, +#' \code{control_files}, +#' \code{control_model}, +#' \code{controls_models}, +#' \code{controls_rodents}, +#' \code{data_set_controls}, +#' \code{downloads}, +#' \code{filenames}, +#' \code{metadata}, +#' \code{rodents}. +#' +#' Must be length-1 \code{Date}-conformable values, can be \code{NULL}, +#' but cannot be \code{NA}: +#' \code{cast_date}, +#' \code{date} +#' \code{end}, +#' \code{from_date}, +#' \code{start}. +#' +#' Must be \code{Date}-conformable values, can be any length, can be +#' \code{NULL}, but cannot be \code{NA}: +#' \code{cast_dates}. +#' \code{dates}. +#' +#' Must be length-1 \code{numeric} values, can be \code{NULL}, but +#' cannot be \code{NA}: +#' \code{confidence_level} (must be between 0 and 1), +#' \code{lat}, +#' \code{lon}. +#' +#' Must be length-1 \code{integer}-conformable values can be \code{NULL}, +#' but cannot be \code{NA}: +#' \code{cast_id} (must be non-negative), +#' \code{end_moon} (must be positive), +#' \code{lead} (must be positive), +#' \code{lead_time} (must be non-negative), +#' \code{lev}, +#' \code{min_observed} (must be positive), +#' \code{min_plots} (must be positive), +#' \code{min_traps} (must be positive), +#' \code{moon} (must be positive), +#' \code{ndates} (must be positive), +#' \code{nmoons} (must be non-negative), +#' \code{start_moon} (must be positive), +#' \code{topx} (must be non-negative). +#' +#' Must be length-1 \code{integer}-conformable values can be \code{NULL}, +#' and can be \code{NA}: +#' \code{lag} (must be positive), +#' \code{min_lag} (must be non-negative). +#' +#' Must be \code{integer}-conformable values, can be any length, can be +#' \code{NULL}, but cannot be \code{NA}: +#' \code{cast_ids} (must be non-negative), +#' \code{end_moons} (must be positive), +#' \code{target_moons} (must be positive). +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked. +#' +#' @param arg_name \code{character} value of the argument name. +#' +#' @param arg_value Input value for the argument. +#' +#' @param fun_name \code{character} value of the function name or \code{NULL}. +#' +#' @return \code{check_args}: throws an error or \code{NULL}. \cr \cr +#' \code{check_arg}: \code{character} vector of error messages +#' associated with the specific situation +#' (\code{( = arg_value)}). \cr \cr +#' \code{check_arg_list}: \code{list} of argument checking component +#' \code{list}s. +#' +#' @examples +#' check_arg_list() +#' check_arg("end_moon", 400) +#' check_arg("end_moon", 399.5) +#' +#' @name argument_checking +#' +NULL + +#' @rdname argument_checking +#' +#' @export +#' +check_args <- function(arg_checks = TRUE){ + if(length(arg_checks) !=1 | !is.logical(arg_checks)){ + stop("`arg_checks` must be a single logical value") + } + if(!arg_checks){ + return() + } + + fun_call <- match.call.defaults(definition = sys.function(-1), + call = sys.call(-1)) + fun_class <- class(as.list(fun_call)[[1]]) + if(fun_class == "name"){ + fun_name <- as.list(fun_call)[[1]] + } else if(fun_class == "function"){ + + fun_call2 <- match.call.defaults(definition = sys.function(-2), + call = sys.call(-2)) + fun_name <- as.list(fun_call2)[[1]] + + } else{ + stop("unrecognized class for function reference in check_args") + } + arg_values <- as.list(fun_call)[-1] + arg_names <- names(arg_values) + nargs <- length(arg_names) + out <- NULL + if(nargs > 0){ + for(i in 1:nargs){ + arg_value <- tryCatch( + eval.parent(arg_values[[i]], 2), + error = function(x){NA}, + warning = function(x){x} + ) + if(!all(is.null(arg_value)) && all(is.na(arg_value))){ + arg_value <- tryCatch( + eval.parent(arg_values[[i]], 1), + error = function(x){NULL}, + warning = function(x){x} + ) + } + out <- c(out, check_arg(arg_names[i], arg_value, fun_name)) + } + } + if (!is.null(out)){ + out2 <- paste(out, collapse = "; ") + out3 <- paste0("in ", toString(fun_name), ": ", out2) + stop(out3, call. = FALSE) + } +} + +#' @rdname argument_checking +#' +#' @export +#' +check_arg <- function(arg_name, arg_value, fun_name = NULL){ + out <- NULL + arg_list <- check_arg_list() + if(!(arg_name %in% names(arg_list))){ + msg <- paste0(arg_name, " not checked, consider adding to check_arg_list") + message(msg) + return(out) + } + deets <- arg_list[[arg_name]] + can_be_null <- deets$null + can_be_na <- deets$na + + if(is.null(arg_value)){ + if(!can_be_null){ + out <- paste0("`", arg_name, "` cannot be NULL") + } + return(out) + } + + if(all(is.na(arg_value))){ + if(!can_be_na){ + out <- paste0("`", arg_name, "` cannot be NA") + } + return(out) + } + + if(deets$class == "date"){ + cast_date2 <- tryCatch(as.Date(arg_value), error = function(x){NA}) + if (any(is.na(cast_date2))){ + out2 <- paste0("`", arg_name, "` must be a Date or date-conformable") + out <- c(out, out2) + } + } else if (deets$class == "df"){ + if (!("data.frame" %in% class(arg_value))){ + out2 <- paste0("`", arg_name, "` must be a data.frame") + out <- c(out, out2) + } + } else if (deets$class == "cast"){ + if (!("list" %in% class(arg_value))){ + out2 <- paste0("`", arg_name, "` must be a data.frame or list") + out <- c(out, out2) + } + } else if (deets$class == "dfv"){ + if (!("data.frame" %in% class(arg_value)) & !is.vector(arg_value)){ + out2 <- paste0("`", arg_name, "` must be a data.frame or vector") + out <- c(out, out2) + } + } else if (deets$class == "dfl"){ + if (!("data.frame" %in% class(arg_value)) & + !("list" %in% class(arg_value))){ + out2 <- paste0("`", arg_name, "` must be a data.frame or list") + out <- c(out, out2) + } + } else if (deets$class == "intnum"){ + if (!is.numeric(arg_value) || !all(arg_value %% 1 == 0)){ + out2 <- paste0("`", arg_name, "` must be an integer-conformable number") + out <- c(out, out2) + } + } else if (deets$class == "nonnegintnum"){ + if (!is.numeric(arg_value) || + (!all(arg_value %% 1 == 0 & arg_value >= 0))){ + out2 <- paste0("`", arg_name, + "` must be a non-negative integer-conformable number") + out <- c(out, out2) + } + } else if (deets$class == "posintnum"){ + if (!is.numeric(arg_value) || + (!all(arg_value %% 1 == 0 & arg_value > 0))){ + out2 <- paste0("`", arg_name, + "` must be a positive integer-conformable number") + out <- c(out, out2) + } + } else if (deets$class == "zeroone"){ + if (!is.numeric(arg_value) || + (any(arg_value < 1e-5) | any(arg_value > (1 - 1e-5)))){ + out2 <- paste0("`", arg_name, "` must be a number between 0 and 1") + out <- c(out, out2) + } + } else if (deets$class == "extension"){ + if(("character" %in% class(arg_value))){ + lext <- nchar(arg_value) + spot <- rep(NA, lext) + for(i in 1:lext){ + spot[i] <- substr(arg_value, i, i) == "." + } + if (sum(spot) != 1){ + out2 <- paste0("`", arg_name, "` must be an extension") + out <- c(out, out2) + } + } else{ + out2 <- paste0("`", arg_name, "` must be a character") + out <- c(out, out2) + } + } else{ + if(!(deets$class %in% class(arg_value))){ + out2 <- paste0("`", arg_name, "` must be a ", deets$class) + out <- c(out, out2) + } + if(deets$class == "character" & !is.null(deets$vals)){ + if(!all(tolower(arg_value) %in% tolower(deets$vals))){ + opts <- paste(tolower(deets$vals), collapse = ", ") + out2 <- paste0("`", arg_name, "` must be one of ", opts) + out <- c(out, out2) + } + } + } + length_arg <- length(arg_value) + length_ok <- deets$length + if(!is.null(length_ok)){ + if(length_arg != length_ok){ + out2 <- paste0("`", arg_name, "` must be of length ", length_ok) + if(can_be_null){ + out2 <- paste0(out2, " or NULL") + } + out <- c(out, out2) + } + } + out +} + + + +#' @rdname argument_checking +#' +#' @export +#' +check_arg_list <- function(){ + + arg_logical <- function(length = 1, null = TRUE, na = FALSE, vals = NULL){ + list(class = "logical", null = null, na = na, length = length, + vals = vals) + } + arg_character <- function(length = 1, null = TRUE, na = FALSE, vals = NULL){ + list(class = "character", null = null, na = na, length = length, + vals = vals) + } + arg_numeric <- function(length = 1, null = TRUE, na = FALSE, vals = NULL){ + list(class = "numeric", null = null, na = na, length = length, + vals = vals) + } + arg_zeroone <- function(length = 1, null = TRUE, na = FALSE, vals = NULL){ + list(class = "zeroone", null = null, na = na, length = length, + vals = vals) + } + arg_list <- function(length = NULL, null = TRUE, na = FALSE, vals = NULL){ + list(class = "list", null = null, na = na, length = length, + vals = vals) + } + arg_df <- function(length = NULL, null = TRUE, na = FALSE, vals = NULL){ + list(class = "df", null = null, na = na, length = length, + vals = vals) + } + arg_cast <- function(length = NULL, null = TRUE, na = FALSE, vals = NULL){ + list(class = "cast", null = null, na = na, length = length, + vals = vals) + } + arg_date <- function(length = 1, null = TRUE, na = FALSE, vals = NULL){ + list(class = "date", null = null, na = na, length = length, + vals = vals) + } + arg_dfv <- function(length = NULL, null = TRUE, na = FALSE, vals = NULL){ + list(class = "dfv", null = null, na = na, length = length, + vals = vals) + } + arg_dfl <- function(length = NULL, null = TRUE, na = FALSE, vals = NULL){ + list(class = "dfl", null = null, na = na, length = length, + vals = vals) + } + arg_intnum <- function(length = 1, null = TRUE, na = FALSE, vals = NULL){ + list(class = "intnum", null = null, na = na, length = length, + vals = vals) + } + arg_posintnum <- function(length = 1, null = TRUE, na = FALSE, vals = NULL){ + list(class = "posintnum", null = null, na = na, length = length, + vals = vals) + } + arg_nonnegintnum <- function(length = 1, null = TRUE, na = FALSE, + vals = NULL){ + list(class = "nonnegintnum", null = null, na = na, length = length, + vals = vals) + } + arg_extension <- function(length = 1, null = TRUE, na = FALSE, vals = NULL){ + list(class = "extension", null = null, na = na, length = length, + vals = vals) + } + + + avail_outputs <- c("abundance") + avail_plots <- c("all", "longterm") + avail_species <- c("BA", "DM", "DO", "DS", "NA", "NA.", "OL", "OT", "PB", + "PE", "PF", "PH", "PI", "PL", "PM", "PP", "RF", "RM", + "RO", "SF", "SH", "SO", "total") + avail_subs <- c("casts", "models", "raw", "data", "tmp") + avail_treatments <- c("control") + avail_winners <- c("hist", "cast") + + list( + add_error = arg_logical(), + add_in_window = arg_logical(), + add_lead = arg_logical(), + add_obs = arg_logical(), + append_cast_csv = arg_logical(), + arg_checks = arg_logical(), + cast = arg_cast(), + cast_ids = arg_nonnegintnum(NULL), + cast_id = arg_nonnegintnum(), + cast_cov = arg_df(), + cast_date = arg_date(), + cast_dates = arg_date(NULL), + cast_tab = arg_df(), + casts = arg_df(), + clean = arg_logical(), + cleanup = arg_logical(), + colname = arg_character(), + colnames = arg_character(NULL), + concept_rec_id = arg_character(NULL), + confidence_level = arg_zeroone(), + control_model = arg_list(), + control_climate_dl = arg_list(), + controls_model = arg_list(), + controls_rodents = arg_list(), + control_files = arg_list(), + covariates = arg_df(), + covariatesTF = arg_logical(), + data_name = arg_character(), + data = arg_character(NULL), + data_set = arg_character(), + data_set_controls = arg_list(), + data_sets = arg_character(NULL), + date = arg_date(), + dates = arg_date(NULL), + df = arg_df(), + dfl = arg_dfl(), + dfv = arg_dfv(), + directory = arg_character(), + downloads = arg_list(), + downloads_versions = arg_character(NULL), + effort = arg_logical(), + end = arg_date(), + end_moon = arg_posintnum(), + end_moons = arg_posintnum(NULL), + extension = arg_extension(), + filename = arg_character(), + filenames = arg_list(), + filename_config = arg_character(), + filename_cov = arg_character(), + filename_cov_casts = arg_character(), + filename_meta = arg_character(), + filename_moons = arg_character(), + files = arg_character(NULL), + fillweight = arg_logical(), + freq = arg_character(), + from_date = arg_date(), + hist_cov = arg_df(), + hist_tab = arg_df(), + interpolate = arg_logical(null = TRUE), + lag = arg_nonnegintnum(null = TRUE, na = TRUE), + lat = arg_numeric(), + lead = arg_posintnum(), + lead_time = arg_nonnegintnum(), + lev = arg_intnum(), + level = arg_character(), + lon = arg_numeric(), + main = arg_character(), + metadata = arg_list(), + min_lag = arg_nonnegintnum(na = TRUE), + min_observed = arg_posintnum(), + min_plots = arg_posintnum(), + min_traps = arg_posintnum(), + model = arg_character(), + models = arg_character(NULL), + moon = arg_posintnum(), + moons = arg_df(), + movedTF = arg_logical(NULL), + msg = arg_character(NULL), + na_drop = arg_logical(), + nadot = arg_logical(), + name = arg_character(), + names = arg_character(NULL), + ndates = arg_posintnum(), + nmoons = arg_nonnegintnum(), + NULLname = arg_logical(), + obs = arg_df(), + output = arg_character(vals = avail_outputs), + overwrite = arg_logical(), + path = arg_character(), + paths = arg_character(NULL), + plots = arg_character(vals = avail_plots), + preds = arg_df(), + quiet = arg_logical(), + raw_data = arg_character(), + rec_id = arg_character(NULL), + rec_version = arg_character(NULL), + ref_species = arg_character(NULL), + retain_target_moons = arg_logical(), + return_version = arg_logical(), + rodents = arg_list(), + rodents_tab = arg_df(), + save = arg_logical(), + sep_char = arg_character(), + set = arg_character(), + shape = arg_character(), + source_name = arg_character(), + source_url = arg_character(), + species = arg_character(NULL, vals = avail_species), + species_id = arg_character(vals = avail_species), + start = arg_date(), + start_moon = arg_posintnum(), + sub = arg_character(vals = avail_subs), + subs = arg_character(NULL, vals = avail_subs), + tail = arg_logical(), + target_moons = arg_posintnum(NULL), + target_cols = arg_character(NULL), + time = arg_character(), + title = arg_character(), + total = arg_logical(), + treatment = arg_character(vals = avail_treatments), + type = arg_character(), + unknowns = arg_logical(), + url = arg_character(), + verbose = arg_logical(), + winner = arg_character(vals = avail_winners), + with_census = arg_logical(), + zero_drop = arg_logical(), + zip_destin = arg_character() + ) +} + diff --git a/R/autoarima.R b/R/autoarima.R deleted file mode 100644 index fbbc64011..000000000 --- a/R/autoarima.R +++ /dev/null @@ -1,107 +0,0 @@ -#' @title Flexible Auto-Regressive Integrated Moving Average model for Portal -#' Predictions -#' -#' @description Fit an AutoArima model in the portalcasting pipeline. -#' -#' @details Model "AutoArima" is a flexible auto-regressive integrated -#' moving average model fit to the data using -#' \code{\link[forecast]{auto.arima}} in the -#' \href{http://pkg.robjhyndman.com/forecast/}{\code{forecast} package} -#' (Hyndman \emph{et al}. 2018). -#' -#' Because the seasonality and sampling occurring with different frequencies, -#' which \code{\link[forecast]{auto.arima}} cannot accommodate, seasonal -#' models are not included. -#' -#' Although \code{\link[forecast]{auto.arima}} can handle missing data, the -#' other models used currently cannot, so we interpolate missing data here -#' for comparison. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @param level \code{character} value name of the type of plots included -#' (\code{"All"} or \code{"Controls"}). -#' -#' @param quiet \code{logical} value indicating if the function should be -#' quiet. -#' -#' @return \code{list} of [1] \code{"forecast"} (the forecasted abundances) -#' and [2] \code{"all_model_aic"} (the model AIC values). -#' -#' @references -#' Hyndman R., Bergmeir C., Caceres G., Chhay L., O'Hara-Wild M., Petropoulos -#' F., Razbash S., Wang E., and Yasmeen F. 2018. forecast: Forecasting -#' functions for time series and linear models. -#' \href{http://pkg.robjhyndman.com/forecast}{R package version 8.3}. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' AutoArima() -#' } -#' -#' @export -#' -AutoArima <- function(tree = dirtree(), level = "All", quiet = FALSE){ - check_args() - messageq(paste0("### Fitting AutoArima model for ", level, " ###"), quiet) - - abundances <- read_data(tree, tolower(level)) - metadata <- read_metadata(tree) - - nfcnm <- length(metadata$rodent_forecast_newmoons) - CL <- metadata$confidence_level - abundances <- interpolate_abundance(abundances) - species <- colnames(abundances)[-which(colnames(abundances) == "moons")] - fcast <- data.frame() - aic <- data.frame() - - for (s in species){ - - ss <- gsub("NA.", "NA", s) - messageq(paste0("Fitting AutoArima model for ", ss), quiet) - abund_s <- extract2(abundances, s) - - if (sum(abund_s) == 0){ - model_fcast <- fcast0(nfcnm, "mean") - model_aic <- 1e6 - estimate <- as.numeric(model_fcast$mean) - LowerPI <- rep(0, nfcnm) - UpperPI <- rep(0, nfcnm) - - } else{ - model <- auto.arima(abund_s) - model_fcast <- forecast(model, h = nfcnm, level = CL, fan = TRUE) - model_aic <- model$aic - estimate <- as.numeric(model_fcast$mean) - CI_match <- which(model_fcast$level == CL * 100) - LowerPI <- as.numeric(model_fcast$lower[ , CI_match]) - UpperPI <- as.numeric(model_fcast$upper[ , CI_match]) - } - - - fcast_s <- data.frame(date = metadata$forecast_date, - forecastmonth = metadata$rodent_forecast_months, - forecastyear = metadata$rodent_forecast_years, - newmoonnumber = metadata$rodent_forecast_newmoons, - currency = "abundance", model = "AutoArima", level = level, - species = ss, estimate = estimate, LowerPI = LowerPI, - UpperPI = UpperPI, fit_start_newmoon = min(abundances$moons), - fit_end_newmoon = max(abundances$moons), - initial_newmoon = max(abundances$moons), - stringsAsFactors = FALSE) - - aic_s <- data.frame(date = metadata$forecast_date, currency = "abundance", - model = "AutoArima", level = level, species = ss, - aic = model_aic, fit_start_newmoon = min(abundances$moons), - fit_end_newmoon = max(abundances$moons), - initial_newmoon = max(abundances$moons), - stringsAsFactors = FALSE) - - fcast <- rbind(fcast, fcast_s) - aic <- rbind(aic, aic_s) - } - list("forecast" = fcast, "aic" = aic) -} \ No newline at end of file diff --git a/R/cast_covariates.R b/R/cast_covariates.R new file mode 100644 index 000000000..1b709b15a --- /dev/null +++ b/R/cast_covariates.R @@ -0,0 +1,440 @@ +#' @title Cast the covariates +#' +#' @description Cast the covariates for a model run. \cr \cr +#' \code{cast_covariates} is the primary function, which produces the +#' covariates (min, mean, and max temperature; precipitation; and NDVI) +#' required for a model to be cast. \cr \cr +#' \code{prep_cast_covariates} provides a wrapper on \code{cast_covariates} +#' that includes saving the cast data out via \code{save_cast_cov_csv} +#' and tidying the data for use within the model (by removing the vestigial +#' columns that are only needed for saving). +#' +#' @param main \code{character} name of the main directory tree component. +#' +#' @param moons Lunar data \code{data.frame}. See \code{\link{prep_moons}}. +#' +#' @param hist_cov \code{data.frame} of historic covariates. See +#' \code{\link{prep_hist_covariates}}. +#' +#' @param cast_cov \code{data.frame} of cast covariates. See +#' \code{\link{cast_covariates}}. +#' +#' @param lead_time \code{integer}-conformable number of timesteps forward +#' a cast will proceed. +#' +#' @param min_lag \code{integer}-conformable minimum non-0 covariate lag time +#' used in any model. +#' +#' @param cast_date \code{Date} on which the cast happens. Generally should +#' be \code{\link{Sys.Date}}. +#' +#' @param end_moon Forecast origin. \code{integer}-conformable newmoon number +#' or \code{NULL}, which equates to the most recently included census' +#' newmoon number. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param control_climate_dl \code{list} of specifications for the climate +#' download. Sent to \code{\link{NMME_urls}} to create the specific URLs. See +#' \code{\link{climate_dl_control}}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @param verbose \code{logical} indicator if detailed messages should be +#' shown. +#' +#' @details If forecasting from the current newmoon, weather is forecast using +#' \code{\link{cast_weather}} and NDVI is forecast using +#' \code{\link{cast_ndvi}}. If casting from a previous newmoon, the +#' historical forecasted weather and NDVI data are retrieved from the file +#' pointed to by \code{filename_cov_casts}. +#' +#' @return +#' \code{cast_covariates}: \code{data.frame} of the covariates cast for the +#' moons as defined as needed for saving. \cr \cr +#' \code{prep_cast_covariates}: \code{data.frame} of the cast covariates +#' after saving, with excess columns removed. \cr \cr +#' \code{cast_ndvi}: \code{data.frame} of -casted NDVI values. \cr \cr +#' \code{cast_weather}: \code{data.frame} of -casted weather values. \cr \cr +#' \code{save_cast_cov_csv}: \code{cast_cov} \code{data.frame} exactly as +#' input. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' hist_cov <- prep_hist_covariates() +#' prep_cast_covariates(hist_cov = hist_cov) +#' cast_cov <- cast_covariates(hist_cov = hist_cov) +#' save_cast_cov_csv(cast_cov = cast_cov) +#' cast_ndvi_data <- cast_ndvi(hist_cov = hist_cov) +#' cast_weather_data <- cast_weather(hist_cov = hist_cov) +#' } +#' +#' @export +#' +cast_covariates <- function(main = ".", moons = NULL, + hist_cov = NULL, end_moon = NULL, lead_time = 12, + min_lag = 6, cast_date = Sys.Date(), + control_files = files_control(), + control_climate_dl = climate_dl_control(), + quiet = TRUE, verbose = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + last_moon <- last_moon(main = main, moons = moons, date = cast_date, + arg_checks = arg_checks) + end_moon <- ifnull(end_moon, last_moon) + min_lag <- ifna(min_lag, 0) + hist_cov <- ifnull(hist_cov, prep_hist_covariates(main = main, + end_moon = end_moon, + quiet = quiet, + arg_checks = arg_checks)) + if(last_moon == end_moon){ + weather_cast <- cast_weather(main = main, moons = moons, + hist_cov = hist_cov, end_moon = end_moon, + lead_time = lead_time, min_lag = min_lag, + cast_date = cast_date, + control_climate_dl = control_climate_dl, + control_files = control_files, + quiet = quiet, + verbose = verbose, arg_checks = TRUE) + ndvi_cast <- cast_ndvi(main = main, hist_cov = hist_cov, + lead_time = lead_time, min_lag = min_lag, + arg_checks = arg_checks) + cov_cast <- right_join(weather_cast, ndvi_cast, by = "moon") + cast_moon <- end_moon + covariates_tab <- round(data.frame(cast_moon, cov_cast), 3) + lagged_lead <- lead_time - min_lag + out <- covariates_tab[1:lagged_lead, ] + } else { + target_moons <- target_moons(main = main, moons = moons, + end_moon = end_moon, lead_time = lead_time, + date = cast_date, arg_checks = arg_checks) + cov_cast <- read_covariate_casts(main = main, + control_files = control_files, + quiet = quiet, verbose = verbose, + arg_checks = arg_checks) + + target_in <- cov_cast$moon %in% target_moons + origin_in <- cov_cast$cast_moon %in% end_moon + cov_cast2 <- cov_cast[which(target_in & origin_in), ] + + if(NROW(cov_cast2) == 0){ + stop("covariates not available for requested end moon and lead time") + } + most_recent <- max(cov_cast2$date_made) + made_in <- cov_cast2$date_made == most_recent + out <- cov_cast2[which(made_in), ] + out <- select(out, -date_made) + } + out +} + + +#' @rdname cast_covariates +#' +#' @export +#' +prep_cast_covariates <- function(main = ".", moons = NULL, + hist_cov = NULL, end_moon = NULL, + lead_time = 12, min_lag = 6, + cast_date = Sys.Date(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + quiet = TRUE, verbose = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + cast_covariates(main = main, moons = moons, hist_cov = hist_cov, + end_moon = end_moon, lead_time = lead_time, + min_lag = min_lag, cast_date = cast_date, + control_files = control_files, + control_climate_dl = control_climate_dl, + quiet = quiet, verbose = verbose, + arg_checks = arg_checks) %>% + save_cast_cov_csv(main = main, moons = moons, end_moon = end_moon, + cast_date = cast_date, ., + control_files = control_files, + quiet = quiet, verbose = verbose, + arg_checks = arg_checks) %>% + select(-cast_moon) %>% + mutate("source" = "cast") +} + +#' @rdname cast_covariates +#' +#' @export +#' +cast_ndvi <- function(main = ".", hist_cov = NULL, lead_time = 12, + min_lag = 6, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + min_lag <- ifna(min_lag, 0) + lagged_lead <- lead_time - min_lag + ndvi_fit <- auto.arima(hist_cov$ndvi) + ndvi_cast <- forecast(ndvi_fit, h = lagged_lead) + max_moon <- max(hist_cov$moon) + data.frame(ndvi = as.numeric(ndvi_cast$mean), moon = max_moon+(1:lead_time)) +} + +#' @rdname cast_covariates +#' +#' @export +#' +cast_weather <- function(main = ".", moons = NULL, + hist_cov = NULL, end_moon = NULL, lead_time = 12, + min_lag = 6, cast_date = Sys.Date(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + quiet = TRUE, verbose = TRUE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + target_moons <- target_moons(main = main, moons = moons, + end_moon = end_moon, lead_time = lead_time, + date = cast_date, arg_checks = arg_checks) + moons0 <- trim_moons(moons = moons, target_moons = target_moons, + retain_target_moons = FALSE, arg_checks = arg_checks) + raw_path <- raw_path(main = main, arg_checks = arg_checks) + + win <- cast_window(main = main, moons = moons, cast_date = cast_date, + lead_time = lead_time, min_lag = 6, + arg_checks = arg_checks) + control_climate_dl <- do.call(climate_dl_control, control_climate_dl) + control_climate_dl <- update_list(control_climate_dl, start = win$start, + end = win$end) + + download_climate_casts(main = main, control_climate_dl = control_climate_dl, + quiet = quiet, verbose = verbose, + arg_checks = arg_checks) + + weather_cast <- read_climate_casts(main = main, + control_climate_dl = control_climate_dl, + arg_checks = arg_checks) + + weather("daily", TRUE, raw_path) %>% + add_date_from_components(arg_checks = arg_checks) %>% + select(-c(year, month, day, battery_low, locally_measured)) %>% + combine_hist_and_cast(cast_tab = weather_cast, arg_checks = arg_checks) %>% + add_moons_from_date(moons = moons, arg_checks = arg_checks) %>% + summarize_daily_weather_by_moon() +} + + +#' @rdname cast_covariates +#' +#' @export +#' +save_cast_cov_csv <- function(main = ".", moons = NULL, + end_moon = NULL, cast_date = Sys.Date(), + cast_cov = NULL, + control_files = files_control(), + quiet = TRUE, verbose = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + return_if_null(cast_cov) + last_moon <- last_moon(main = main, moons = moons, date = cast_date, + arg_checks = arg_checks) + end_moon <- ifnull(end_moon, last_moon) + if(!control_files$save | !control_files$append_cast_csv | + !control_files$overwrite | end_moon != last_moon){ + return(cast_cov) + } + new_cast <- cast_cov + new_cast$source <- control_files$source_name + date_made <- Sys.time() + tz <- format(date_made, "%Z") + new_cast$date_made <- paste0(date_made, " ", tz) + + hist_cast <- read_covariate_casts(main = main, + control_files = control_files, + quiet = quiet, verbose = verbose, + arg_checks = arg_checks) + out <- rbind(hist_cast, new_cast) + out_path <- file_path(main = main, sub = "data", + files = control_files$filename_cov_casts, + arg_checks = arg_checks) + msg <- " **covariates_casts.csv saved**" + messageq(msg, !verbose) + write.csv(out, out_path, row.names = FALSE) + cast_cov +} + +#' @title Download and read covariate casts (presently only the NMME) +#' +#' @description Given the details specified in \code{control_cdl}, download +#' climate forecasts from the +#' \href{https://bit.ly/2MifqjM}{Northwest Knowledge Network}'s (NKN) +#' \href{https://bit.ly/2tCP8NX}{simple API} to the +#' \href{https://bit.ly/2Mdv8gd}{North American Multi-Model Ensemble} (NMME) +#' and them ready for analyses. \cr \cr +#' \code{download_climate_casts}: downloads the files from the server. +#' \cr \cr +#' \code{read_climate_casts}: reads the downloaded files into R and does +#' some minimal tidying: makes sure \code{-9999}s become \code{NA}s, +#' makes sure the \code{date} column is named as such and is actually a +#' \code{Date}, and converts the temperatures to C and the precipitation +#' to mm. \cr \cr +#' \code{climate_dl_control}: manages the control list for the URL generation +#' via \code{\link{NMME_urls}}. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param control_climate_dl \code{list} of specifications for the download, +#' which are sent to \code{\link{NMME_urls}} to create the specific URLs. +#' +#' @param start,end \code{Date} for the start and end of the cast. +#' +#' @param model \code{character} value of the model, one of \code{"ENSMEAN"}, +#' (Multi-Model Mean), \code{"CMC1"} (CMC1-CanCM3), \code{"CMC2"} +#' (CMC2-CanCM4), \code{"CFCSv2"} (NCEP-CFSv2), \code{"GFDL"} (GFDL-CM2.1), +#' \code{"GFDL-FLOR"} (GFDL-FLOR), or \code{"NCAR"} (NCAR-CCSM4). \cr \cr +#' Presently can only take one value. +#' +#' @param lat,lon \code{numeric} latitude and longitude values used to +#' downscale the model. \cr \cr +#' Presently can only take one value for each. +#' +#' @param freq \code{character} value of the frequency of the data, can +#' be \code{"daily"} or \code{"XmonthAverage"}, where \code{"X"} is a +#' number between \code{1} and \code{7}. \cr \cr +#' Presently can only take one value. +#' +#' @param data \code{character} value of the type of data, one of +#' \code{"tasmin"} (minimum temperature), \code{"tasmean"} +#' (mean temperature), \code{"tasmax"} (maximum temperature), \code{"pr"} +#' (precipitation), \code{"dps"} (dew point), \code{"rsds"} +#' (shortwave radiation; sun intensity), \code{"was"} (wind speed). +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @param verbose \code{logical} indicator if detailed messages should be +#' shown. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @return Named \code{character} vector of URLs, or \code{NULL} if +#' \code{data}, \code{freq}, or \code{model} is \code{NULL}. +#' +#' @return +#' \code{download_climate_casts}: downloads the files and returns a +#' \code{character} vector of URLs where the downloads came from, +#' as generated by \code{\link{NMME_urls}}. \cr \cr +#' \code{read_climate_casts}: \code{data.frame} of the downloaded data +#' formatted for casting. \cr \cr +#' \code{climate_dl_control}: a \code{list} of control arguments to pass +#' to \code{\link{NMME_urls}} to generate the URLs for downloading. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' download_climate_casts() +#' read_climate_casts() +#' } +#' +#' @export +#' +download_climate_casts <- function(main = ".", + control_climate_dl = climate_dl_control(), + quiet = TRUE, verbose = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + control_climate_dl <- do.call(climate_dl_control, control_climate_dl) + urls <- do.call(NMME_urls, control_climate_dl) + return_if_null(urls) + cov_cast_path <- file_path(main = main, sub = "raw", files = "cov_casts", + arg_checks = arg_checks) + create(cov_cast_path, "covariate cast download", quiet = quiet) + + for(i in 1:length(control_climate_dl$data)){ + dl_name <- paste0("cov_casts/", names(urls)[i]) + download(name = dl_name, type = "url", url = urls[i], main = main, + sep_char = "=", quiet = !verbose, return_version = FALSE, + arg_checks = arg_checks, NULLname = TRUE) + } + urls +} + +#' @rdname download_climate_casts +#' +#' @export +#' +climate_dl_control <- function(start = Sys.Date(), + end = as.Date("2050-01-01"), + model = "ENSMEAN", lat = 31.9555, + lon = -109.0744, freq = "daily", + data = c(mintemp = "tasmin", + meantemp = "tasmean", + maxtemp = "tasmax", + precipitation = "pr"), + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + list(start = start, end = end, model = model, lat = lat, lon = lon, + freq = freq, data = data) +} + +#' @rdname download_climate_casts +#' +#' @export +#' +read_climate_casts <- function(main = ".", + control_climate_dl = climate_dl_control(), + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + control_climate_dl <- do.call(climate_dl_control, control_climate_dl) + urls <- do.call(NMME_urls, control_climate_dl) + return_if_null(urls) + + dat_list <- vector("list", length(control_climate_dl$data)) + ndatas <- length(control_climate_dl$data) + for(i in 1:ndatas){ + csv_path <- paste0("cov_casts/", names(urls)[i], ".csv") + fpath <- file_path(main = main, sub = "raw", files = csv_path, + arg_checks = arg_checks) + dat_list[[i]] <- read.csv(fpath) + } + dat_tab <- dat_list[[1]] + colnames(dat_tab)[ncol(dat_tab)] <- names(control_climate_dl$data)[1] + colnames(dat_tab)[1] <- "date" + dat_tab[,1] <- as.Date(dat_tab[,1]) + dat_tab <- dat_tab[ , c(1, ncol(dat_tab))] + + if(ndatas > 1){ + for(i in 2:ndatas){ + dat_tab_i <- dat_list[[i]] + x <- dat_tab_i[ , ncol(dat_tab_i)] + dat_tab <- data.frame(dat_tab, x) + colnames(dat_tab)[ncol(dat_tab)] <- names(control_climate_dl$data)[i] + } + } + for(i in 2:ncol(dat_tab)){ + if(grepl("temp", colnames(dat_tab)[i])){ + x <- dat_tab[ , i] + x[x == -9999] <- NA + dat_tab[ , i] <- (x - 32) * 5 / 9 + } else if (grepl("precip", colnames(dat_tab)[i])){ + x <- dat_tab[ , i] + x[x == -9999] <- NA + x[x < 0] <- 0 + dat_tab[ , i] <- x * 25.4 + } + } + dat_tab +} diff --git a/R/covariate_models.R b/R/covariate_models.R deleted file mode 100644 index c4980507d..000000000 --- a/R/covariate_models.R +++ /dev/null @@ -1,29 +0,0 @@ -#' @title Create a covariate model list -#' -#' @description Convenience function for creating covariate model lists -#' -#' @param mod_type \code{character} name for covariate models. Currently only -#' \code{"pevGARCH"} is supported. -#' -#' @return \code{list} of covariate model structures -#' -#' @export -#' -covariate_models <- function(mod_type = "pevGARCH"){ - check_args() - out <- NULL - if (mod_type == "pevGARCH"){ - out <- list(c("maxtemp", "meantemp", "precipitation", "ndvi"), - c("maxtemp", "mintemp", "precipitation", "ndvi"), - c("mintemp", "maxtemp", "meantemp", "precipitation"), - c("precipitation", "ndvi"), - c("mintemp", "ndvi"), - c("mintemp"), - c("maxtemp"), - c("meantemp"), - c("precipitation"), - c("ndvi"), - c(NULL)) - } - out -} \ No newline at end of file diff --git a/R/create_dir.R b/R/create_dir.R new file mode 100644 index 000000000..9701bbc96 --- /dev/null +++ b/R/create_dir.R @@ -0,0 +1,177 @@ +#' @title Create the structure of a forecasting directory +#' +#' @description This suite of functions creates the necessary folder structure +#' for a forecasting directory as well as a YAML file that tracks the +#' setup configurations. At each level of the hierarchy, the more +#' basal folders are required to be present (verified using +#' \code{\link{verify}}) and the relevant folders at that level are created +#' if not present (using \code{\link{create}}). \cr \cr +#' \code{create_dir} creates a full directory or any missing parts +#' and writes the configuration file at \code{filename_config} using +#' \code{\link{write_directory_config}}. \cr \cr +#' \code{create_main} creates the main folder of the directory.\cr \cr +#' \code{create_subs} creates the sub folders of the directory +#' (\code{tmp}, \code{raw}, \code{data}, \code{models}, and \code{casts}). +#' +#' @details Folder paths are created internally using +#' \code{\link{main_path}} and \code{\link{sub_path}}, such that the user +#' only needs to input the main folder's standard \code{main} name input. \cr +#' The subdirectories are presently hardcoded. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param verbose \code{logical} indicator of whether or not to print out +#' all of the information or just tidy messages. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. Default value (\code{"."}) puts the forecasting +#' directory in the present locations. Nesting the forecasting directory +#' in a folder can be done by simply adding to the \code{main} input (see +#' \code{Examples}). +#' +#' @param filename_config \code{character} value of the path to the directory +#' config YAML. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return All \code{create_} functions return \code{NULL}. +#' +#' @examples +#' \donttest{ +#' create_dir() +#' create_dir(main = "./main_folder") +#' create_dir(main = ".\\main_folder") +#' create_main() +#' create_subs() +#' } +#' +#' @name directory_creation +#' +NULL + +#' @rdname directory_creation +#' +#' @export +#' +create_dir <- function(main = ".", filename_config = "dir_config.yaml", + quiet = FALSE, verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + main_path <- main_path(main = main, arg_checks = arg_checks) + msg <- paste0("Establishing portalcasting directory at ", main_path) + messageq(msg = msg, quiet = quiet) + create_main(main = main, quiet = quiet, verbose = verbose, + arg_checks = arg_checks) + create_subs(main = main, quiet = quiet, verbose = verbose, + arg_checks = arg_checks) + write_directory_config(main = main, filename_config = filename_config, + quiet = quiet, arg_checks = arg_checks) +} + +#' @rdname directory_creation +#' +#' @export +#' +create_main <- function(main = ".", quiet = FALSE, verbose = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + mainp <- main_path(main = main, arg_checks = arg_checks) + create(paths = mainp, names = "main", quiet = quiet, verbose = verbose, + arg_checks = arg_checks) +} + +#' @rdname directory_creation +#' +#' @export +#' +create_subs <- function(main = ".", quiet = FALSE, + verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + subs <- c("casts", "models", "raw", "data", "tmp") + mainp <- main_path(main = main, arg_checks = arg_checks) + subsp <- sub_path(main = main, subs = subs, arg_checks = arg_checks) + verify(paths = mainp, names = "main", arg_checks = arg_checks) + create(paths = subsp, names = basename(subsp), quiet = quiet, + verbose = verbose, arg_checks = arg_checks) +} + +#' @title Verify that folders exist and create folders +#' +#' @description +#' \code{verify} throws an error if any of the folders (specified by +#' \code{path} and named by \code{level}) do not exist. \cr \cr +#' \code{create} creates a requested folder if it does not already exist. +#' +#' @param paths \code{character} vector of the folder paths. +#' +#' @param names \code{character} vector of the names of the levels in the +#' hierarchy at which the folders will exist or the folder names. For the +#' purposes of messaging and not inherently required to be non-\code{NULL}. +#' +#' @param quiet \code{logical} indicator if messages should be quieted. +#' +#' @param verbose \code{logical} indicator of whether or not to print out +#' all of the information or not (and thus just the tidy messages). +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return +#' \code{verify}: throws an error if any of the folders do not exist, +#' otherwise \code{NULL}. +#' \code{create}: \code{NULL}. +#' +#' @examples +#' \donttest{ +#' mainp <- main_path() +#' create(mainp, "main") +#' verify(mainp, "main") +#' } +#' +#' @name verify_and_create +#' +NULL + +#' @rdname verify_and_create +#' +#' @export +#' +verify <- function(paths = NULL, names = NULL, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + return_if_null(paths) + for(i in 1:length(paths)){ + if (!dir.exists(paths[i])){ + msg <- paste0(names[i], " folder does not exist at ", paths[i]) + stop(msg) + } + } +} + +#' @rdname verify_and_create +#' +#' @export +#' +create <- function(paths = NULL, names = NULL, quiet = FALSE, verbose = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + return_if_null(paths) + for(i in 1:length(paths)){ + if (!dir.exists(paths[i])){ + if(names[i] == "main"){ + msg <- paste0(" -", names[i]) + } else{ + msg <- paste0(" -", names[i]) + } + if(verbose){ + msg <- paste0(msg, " at ", paths[i]) + } + messageq(msg, quiet) + dir.create(paths[i]) + } + } +} \ No newline at end of file diff --git a/R/data_input_output.R b/R/data_input_output.R new file mode 100644 index 000000000..307d8f28e --- /dev/null +++ b/R/data_input_output.R @@ -0,0 +1,400 @@ +#' @title Create, update, and read the directory configuration file +#' +#' @description The directory configuration file is a special file within +#' the portalcasting directory setup and has its own set of functions. +#' \cr \cr +#' \code{write_directory_config} creates the \code{dir_config.yaml} file. +#' It is (and should only be) called from within \code{\link{create_dir}}, +#' it captures information about the compute environment used to create +#' the directory. \cr \cr +#' \code{update_directory_config} adds key components to the +#' \code{dir_config.yaml} file; presently only adding the versions of the +#' downloaded data from within \code{\link{fill_raw}} (the only place it is +#' and should be called from. \cr \cr +#' \code{read_directory_config} reads contents of the \code{dir_config.yaml} +#' file into the R session. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param filename_config \code{character} value of the path to the directory +#' config YAML. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @param downloads_versions \code{character} vector returned from +#' \code{fill_raw} of the successfully downloaded versions of +#' \code{downloads}. +#' +#' @return \code{write_directory_config} and \code{update_directory_config} +#' both write out the \code{dir_config.yaml} file and return \code{NULL}. +#' \cr \cr +#' \code{read_directory_config}: \code{list} of directory configurations. +#' +#' @name directory_config +#' +NULL + +#' @rdname directory_config +#' +#' @export +#' +write_directory_config <- function(main = ".", + filename_config = "dir_config.yaml", + quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + subs <- c("casts", "models", "raw", "data", "tmp") + config_path <- file_path(main = main, files = filename_config) + pc_version <- packageDescription("portalcasting", fields = "Version") + R_version <- sessionInfo()$R.version + downloads_versions <- NULL + directory_tree <- list(main = main, subs = subs) + config <- list(setup_date = as.character(Sys.Date()), + setup_R_version = R_version, + setup_portalcasting_version = pc_version, + directory_tree = directory_tree, + downloads_versions = downloads_versions) + yams <- as.yaml(config) + writeLines(yams, con = config_path) + invisible(NULL) +} + +#' @rdname directory_config +#' +#' @export +#' +update_directory_config <- function(main = ".", + filename_config = "dir_config.yaml", + downloads_versions = downloads_versions, + quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + config_path <- file_path(main = main, files = filename_config) + config <- read_directory_config(main = main, + filename_config = filename_config, + quiet = quiet, arg_checks = arg_checks) + config$downloads_versions <- downloads_versions + yams <- as.yaml(config) + writeLines(yams, con = config_path) + invisible(NULL) +} + + + +#' @rdname directory_config +#' +#' @export +#' +read_directory_config <- function(main = ".", + filename_config = "dir_config.yaml", + quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + config_path <- file_path(main = main, files = filename_config, + arg_checks = arg_checks) + if(!file.exists(config_path)){ + stop("dir_config.yaml file is missing, consider re-creating directory") + } + yaml.load_file(config_path) +} + +#' @title Save data out to a file and return it +#' +#' @description Save inputted data out to a data file if requested and +#' return it to the console. +#' +#' @param dfl \code{data.frame} or YAML \code{list} to be written out. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param save \code{logical} indicator controlling if \code{x} should +#' be saved out. +#' +#' @param filename \code{character} name of the file for saving \code{x}. +#' +#' @param overwrite \code{logical} indicator of if the file should be +#' overwritten if it exists. +#' +#' @param quiet \code{logical} indicator if messages should be quieted. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{dfl} as input. +#' +#' @export +#' +write_data <- function(dfl = NULL, main = ".", save = TRUE, filename = NULL, + overwrite = TRUE, quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + return_if_null(dfl) + return_if_null(filename) + save_it <- FALSE + if(save){ + fext <- file_ext(filename) + full_path <- file_path(main = main, sub = "data", files = filename, + arg_checks = arg_checks) + f_exists <- file.exists(full_path) + if(f_exists){ + if(overwrite){ + save_it <- TRUE + msg <- paste0(" **", filename, + " exists and overwrite = TRUE; file saved**") + } else { + msg <- paste0(" **", filename, + " exists and overwrite = FALSE; not saved***") + } + } else{ + save_it <- TRUE + msg <- paste0(" **", filename, " saved**") + } + messageq(msg, quiet) + if( save_it){ + if(fext == "csv"){ + write.csv(dfl, full_path, row.names = FALSE) + } else if (fext == "yaml"){ + yams <- as.yaml(dfl) + writeLines(yams, con = full_path) + } else{ + stop("file type not supported") + } + } + + } + dfl +} + +#' @title Read in a data file and format it for specific class +#' +#' @description Read in a specified data file. \cr \cr +#' Current options include \code{"rodents"} (produces a list), +#' \code{"rodents_table"} (produces a rodents table), \code{"covariates"}, +#' \code{"covariate_casts"}, \code{"moons"}, and \code{"metadata"}, which +#' are available as calls to \code{read_data} with a specified +#' \code{data_name} or as calls to the specific \code{read_} +#' functions (like \code{read_moons}). \cr \cr +#' If the requested data do not exist, an effort is made to prepare them +#' using the associated \code{prep_} functions (like +#' \code{prep_moons}).\cr \cr +#' \code{read_cov_casts} reads in the current or (if no current version) +#' local archived version of the covariate casts. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param data_name \code{character} representation of the data needed. +#' Current options include \code{"rodents"}, \code{"rodents_table"}, +#' \code{"covariates"}, \code{"covariate_forecasts"}, \code{"moons"}, and +#' \code{"metadata"}. +#' +#' @param data_set,data_sets \code{character} representation of the grouping +#' name(s) used to define the rodents. Standard options are \code{"all"} and +#' \code{"controls"}. \code{data_set} can only be length 1, +#' \code{data_sets} is not restricted in length. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @param verbose \code{logical} indicator of whether or not to print out +#' all of the information or just tidy messages. +#' +#' @return Data requested. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' read_data(data_name = "rodents") +#' read_data(data_name = "rodents_table") +#' read_data(data_name = "rodents_table", data_set = "controls") +#' read_data(data_name = "covariates") +#' read_data(data_name = "covariate_casts") +#' read_data(data_name = "moons") +#' read_data(data_name = "metadata") +#' +#' read_rodents() +#' read_rodents_table() +#' read_covariates() +#' read_covariate_casts() +#' read_moons() +#' read_metadata() +#' } +#' +#' @export +#' +read_data <- function(main = ".", data_name = NULL, data_set = "all", + data_sets = c("all", "controls"), + control_files = files_control(), arg_checks = TRUE){ + check_args(arg_checks) + return_if_null(data_name) + data_name <- tolower(data_name) + data_set <- tolower(data_set) + data_sets <- tolower(data_sets) + if (data_name == "rodents"){ + data <- read_rodents(main = main, data_sets = data_sets, + arg_checks = arg_checks) + } + if (data_name == "rodents_table"){ + data <- read_rodents_table(main = main, data_set, arg_checks = arg_checks) + } + if (data_name == "covariates"){ + data <- read_covariates(main = main, control_files = control_files, + arg_checks = arg_checks) + } + if (data_name == "covariate_casts"){ + data <- read_covariate_casts(main = main, control_files = control_files, + arg_checks = arg_checks) + } + if (data_name == "moons"){ + data <- read_moons(main = main, control_files = control_files, + arg_checks = arg_checks) + } + if (data_name == "metadata"){ + data <- read_metadata(main = main, control_files = control_files, + arg_checks = arg_checks) + } + data +} + +#' @rdname read_data +#' +#' @export +#' +read_rodents_table <- function(main = ".", data_set = "all", + arg_checks = TRUE){ + check_args(arg_checks) + data_set <- tolower(data_set) + lpath <- paste0("rodents_", data_set, ".csv") + fpath <- file_path(main = main, sub = "data", files = lpath, + arg_checks = arg_checks) + if(!file.exists(fpath)){ + rodents <- prep_rodents(main = main, data_sets = data_set, + arg_checks = arg_checks) + rodents_tab <- rodents[[1]] + return(rodents_tab) + } + read.csv(fpath, stringsAsFactors = FALSE) +} + +#' @rdname read_data +#' +#' @export +#' +read_rodents <- function(main = ".", data_sets = c("all", "controls"), + arg_checks = TRUE){ + check_args(arg_checks) + return_if_null(data_sets) + data_sets <- tolower(data_sets) + ndata_sets <- length(data_sets) + rodents <- vector("list", length = ndata_sets) + for(i in 1:ndata_sets){ + rodents[[i]] <- read_rodents_table(main = main, data_set = data_sets[i], + arg_checks = arg_checks) + } + names(rodents) <- data_sets + rodents +} + + +#' @rdname read_data +#' +#' @export +#' +read_covariates <- function(main = ".", control_files = files_control(), + arg_checks = TRUE){ + check_args(arg_checks) + fpath <- file_path(main = main, sub = "data", files = "covariates.csv", + arg_checks = arg_checks) + if(!file.exists(fpath)){ + return(prep_covariates(main = main, arg_checks = arg_checks)) + } + read.csv(fpath, stringsAsFactors = FALSE) +} + +#' @rdname read_data +#' +#' @export +#' +read_covariate_casts <- function(main = ".", control_files = files_control(), + quiet = FALSE, verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + curr_path <- file_path(main = main, sub = "data", + files = control_files$filename_cov_casts, + arg_checks = arg_checks) + curr_path2 <- gsub("covariate_casts", "covariate_forecasts", curr_path) + + arch_path <- paste0(control_files$directory, "/data/", + control_files$filename_cov_casts) + arch_path <- file_path(main = main, sub = "raw", files = arch_path, + arg_checks = arg_checks) + arch_path2 <- gsub("covariate_casts", "covariate_forecasts", arch_path) + + if(file.exists(curr_path)){ + cov_cast <- read.csv(curr_path, stringsAsFactors = FALSE) + } else if (file.exists(curr_path2)){ + cov_cast <- read.csv(curr_path2, stringsAsFactors = FALSE) + } else { + if(file.exists(arch_path)){ + cov_cast <- read.csv(arch_path, stringsAsFactors = FALSE) + } else if (file.exists(arch_path2)){ + cov_cast <- read.csv(arch_path2, stringsAsFactors = FALSE) + } else { + stop("current and archive versions missing, run `fill_raw`") + } + } + if(any(grepl("forecast_newmoon", colnames(cov_cast)))){ + colnames(cov_cast) <- gsub("forecast_newmoon", "cast_moon", + colnames(cov_cast)) + } + if(any(grepl("newmoonnumber", colnames(cov_cast)))){ + colnames(cov_cast) <- gsub("newmoonnumber", "moon", colnames(cov_cast)) + } + cov_cast +} + +#' @rdname read_data +#' +#' @export +#' +read_moons <- function(main = ".", control_files = files_control(), + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + fpath <- file_path(main, "data", "moon_dates.csv") + if(!file.exists(fpath)){ + return(prep_moons(main = main, arg_checks = arg_checks)) + } + read.csv(fpath, stringsAsFactors = FALSE) +} + +#' @rdname read_data +#' +#' @export +#' +read_metadata <- function(main = ".", control_files = files_control(), + arg_checks = TRUE){ + check_args(arg_checks) + fpath <- file_path(main, "data", "metadata.yaml") + if(!file.exists(fpath)){ + md <- prep_metadata(main = main, arg_checks = arg_checks) + return(md) + } + yaml.load_file(fpath) +} + + + diff --git a/R/directory.R b/R/directory.R deleted file mode 100644 index 7c7a5c230..000000000 --- a/R/directory.R +++ /dev/null @@ -1,323 +0,0 @@ -#' @title Set up a full forecasting directory -#' -#' @description Create (via \code{\link{create_dir}}) and populate (via -#' \code{\link{fill_dir}}) a full portalcasting directory. Presently, this -#' function overwrites any existing components of the directory. Future -#' iterations will allow for updating, overwriting, or neither. -#' -#' @param options_all Class-\code{all_options} list containing all options -#' available for controlling the set up and population of the directory (see -#' \code{\link{all_options}}). -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' } -#' -#' @export -#' -setup_dir <- function(options_all = all_options()){ - check_args() - version_number <- packageDescription("portalcasting", fields = "Version") - msg <- paste0("This is portalcasting v", version_number) - messageq(msg, options_all$options_dir$quiet) - create_dir(options_all$options_dir) - fill_dir(options_all) -} - -#' @title Create the structure of a portalcasting directory -#' -#' @description \code{create_dir}: Create a full portalcasting directory or -#' any missing components. -#' -#' @param options_dir Class-\code{dir_options} list containing all options -#' available for controlling the set up of the directory (see -#' \code{\link{dir_options}}). -#' -#' @examples -#' \dontrun{ -#' -#' create_dir() -#' create_main_dir() -#' create_sub_dirs() -#' create_sub_dir() -#' } -#' -#' @export -#' -create_dir <- function(options_dir = dir_options()){ - check_args() - create_main_dir(options_dir) - create_sub_dirs(options_dir) -} - -#' @rdname create_dir -#' -#' @description \code{create_main_dir}: Create the main level of the -#' portalcasting directory. -#' -#' @export -#' -create_main_dir <- function(options_dir = dir_options()){ - check_args() - main <- main_path(tree = options_dir$tree) - if (!dir.exists(main)){ - msg <- paste0("Creating main directory at ", main) - messageq(msg, options_dir$quiet) - dir.create(main) - } -} - -#' @rdname create_dir -#' -#' @description \code{create_sub_dirs}: Create the sub level folders of the -#' portalcasting directory. -#' -#' @export -#' -create_sub_dirs <- function(options_dir = dir_options()){ - check_args() - subs <- sub_paths(tree = options_dir$tree) - nsubs <- length(subs) - if (nsubs > 0){ - for(i in 1:nsubs){ - create_sub_dir(sub_path = subs[i], quiet = options_dir$quiet) - } - } -} - -#' @rdname create_dir -#' -#' @description \code{create_sub_dir}: Create a specific subdirectory -#' folder if it does not already exist. -#' -#' @param sub_path The normalized path of the specific subdirectory folder to -#' be created in the directory tree as a \code{character} value (see -#' \code{\link{normalizePath}}, \code{\link{sub_paths}}). -#' -#' @param quiet \code{logical} indicator if progress messages should be -#' quieted. -#' -#' @export -#' -create_sub_dir <- function(sub_path = NULL, quiet = FALSE){ - check_args() - if (is.null(sub_path)){ - return() - } - if (!dir.exists(sub_path)){ - msg <- paste0("Creating ", basename(sub_path), " subdirectory") - messageq(msg, quiet) - dir.create(sub_path) - } -} - -#' @title Populate the components of a portalcasting directory -#' -#' @description \code{fill_dir}: Populate the files of an existing -#' portalcasting directory structure in full. (Future flexibility will -#' allow for selective population of components.) -#' -#' @param options_all Class-\code{all_options} list containing all options -#' available for controlling the set up and population of the directory (see -#' \code{\link{all_options}}). -#' -#' @examples -#' \dontrun{ -#' -#' create_dir() -#' fill_dir() -#' fill_PortalData() -#' fill_data() -#' fill_predictions() -#' fill_models() -#' } -#' -#' @export -#' -fill_dir <- function(options_all = all_options()){ - check_args() - fill_PortalData(options_all$options_PortalData) - fill_data(options_all$options_data) - fill_predictions(options_all$options_predictions) - fill_models(options_all$options_models) -} - -#' @rdname fill_dir -#' -#' @description \code{fill_portalData}: Populate the components of the -#' PortalData folder. -#' -#' @param options_PortalData Class-\code{PortalData_options} list containing -#' available for controlling the set up and population of the PortalData -#' folder in the portalcasting directory (see -#' \code{\link{PortalData_options}}). -#' -#' @export -#' -fill_PortalData <- function(options_PortalData = PortalData_options()){ - check_args() - msg <- "Downloading raw data into PortalData subdirectory" - messageq(msg, options_PortalData$quiet) - base_folder <- main_path(options_PortalData$tree) - version <- options_PortalData$version - from_zenodo <- options_PortalData$from_zenodo - if (options_PortalData$quiet){ - suppressMessages( - PD <- download_observations(base_folder, version, from_zenodo) - ) - } else{ - PD <- download_observations(base_folder, version, from_zenodo) - } -} - -#' @rdname fill_dir -#' -#' @description \code{fill_data}: Populate the for-use data folder in the -#' portalcasting directory, including the historical covariates, trapping -#' table, moons, rodents, covariates, and metadata files. -#' -#' @param options_data Class-\code{data_options} list containing available -#' for controlling the set up and population of the data folder in the -#' portalcasting directory (see \code{\link{data_options}}). -#' -#' @export -#' -fill_data <- function(options_data = data_options()){ - check_args() - msg <- "Loading forecasting data files into data subdirectory" - messageq(msg, options_data$moons$quiet) - transfer_hist_covariate_forecasts(options_data) - transfer_trapping_table(options_data) - moons <- prep_moons(options_data$moons) - rodents_list <- prep_rodents_list(moons, options_data$rodents) - covariates <- prep_covariates(moons, options_data$covariates) - met <- prep_metadata(moons, rodents_list, covariates, options_data$metadata) -} - -#' @rdname fill_dir -#' -#' @description \code{fill_predictions}: Populate the predictions folder with -#' existing predictions housed on the main portalPredictions repo site. -#' -#' @param options_predictions Class-\code{predictions_options} list containing -#' available for controlling the set up and population of the predictions -#' folder in the portalcasting directory (see -#' \code{\link{predictions_options}}). -#' -#' @export -#' -fill_predictions <- function(options_predictions = predictions_options()){ - check_args() - if (options_predictions$download_existing_predictions){ - msg <- "Downloading predictions into predictions subdirectory" - messageq(msg, options_predictions$quiet) - download_predictions(tree = options_predictions$tree) - } -} - -#' @rdname fill_dir -#' -#' @description \code{fill_models}: Populate the model folder with specified -#' model scripts to be run. -#' -#' @param options_models Class-\code{models_options} list containing -#' available for controlling the set up and population of the models -#' folder in the portalcasting directory (see -#' \code{\link{models_options}}). -#' -#' @export -#' -fill_models <- function(options_models = models_options()){ - check_args() - msg <- "Adding prefab models to models subdirectory:" - messageq(msg, options_models$quiet) - nmods <- length(options_models$model) - for (i in 1:nmods){ - modname <- options_models$model[i] - funname <- paste0(modname, "_options") - options_model <- do.call(funname, list("tree" = options_models$tree)) - options_model$quiet <- options_models$quiet - mod <- write_model(options_model) - } -} - -#' @title Verify that the PortalData subdirectory is present and has required -#' data -#' -#' @description Check that the PortalData subdirectory exists and has the -#' needed specified file(s) within the "Rodents" subdirectory. If any of -#' the file(s) is(/are) not present, the (entire) directory is filled. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @param filename \code{character}-valued vector of name(s) of the file(s) to -#' use for specific checking. Default (\code{moon_dates.csv}) settings use -#' the moon dates table. -#' -#' @param quiet \code{logical} indicator controlling if messages are printed. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' verify_PortalData() -#' } -#' -#' @export -#' -verify_PortalData <- function(tree = dirtree(), filename = "moon_dates.csv", - quiet = FALSE){ - check_args() - path <- file_paths(tree = tree, paste0("PortalData/Rodents/", filename)) - if (!all(file.exists(path))){ - options_dir <- dir_options() - options_dir$tree <- tree - options_dir$quiet <- quiet - create_dir(options_dir) - options_PortalData <- PortalData_options() - options_PortalData$tree <- tree - options_PortalData$quiet <- quiet - fill_PortalData(options_PortalData) - } -} - -#' @title Remove the temporary files in PortalData and tmp -#' -#' @description Remove content in specified (by \code{options_dir$to_cleanup}) -#' subdirectories and the subdirectories themselves. -#' -#' @param options_all Class-\code{all_options} list containing all options -#' available for controlling the set up and population of the directory (see -#' \code{\link{all_options}}). -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' portalcast() -#' cleanup_dir() -#' } -#' -#' @export -#' -cleanup_dir <- function(options_all = all_options()){ - check_args() - options_dir <- options_all$options_dir - if (is.null(options_dir$to_cleanup)){ - subs <- NULL - } else{ - subs <- sub_paths(options_dir$tree, options_dir$to_cleanup) - } - subnames <- options_dir$to_cleanup - if (length(subnames) > 0){ - subnames2 <- paste(subnames, collapse = " ") - msg <- paste("removing", subnames2, "subdirectories", sep = " ") - } else { - msg <- "no subdirectories requested to be removed" - } - messageq(msg, options_dir$quiet) - cleaned <- sapply(subs, unlink, recursive = TRUE, force = TRUE) -} diff --git a/R/download.R b/R/download.R new file mode 100644 index 000000000..b5af4b181 --- /dev/null +++ b/R/download.R @@ -0,0 +1,552 @@ +#' @title Download raw components of a portalcasting directory +#' +#' @description This suite of functions manages the downloading and (if +#' needed) unzipping of raw files associated with the directory. \cr \cr +#' \code{download} downloads a file from a from a website into the +#' directory, unzipping and cleaning up as needed. \cr \cr +#' \code{download_message} creates a customized download message. \cr \cr +#' \code{download_url} prepares the URL from the inputs, depending on the +#' download type (see \code{Details}). \cr \cr +#' \code{download_destin} determines the download destination. \cr \cr +#' \code{unzip_download} unzips any compressed downloads. \cr \cr +#' \code{unzip_destins} determines the unzipping destinations for any +#' compressed downloads. +#' +#' @param name \code{character} value of the component's name, used to create +#' the folder within the raw subdirectory. If left as \code{NULL}, +#' \code{\link{name_from_url}} tries to obtain a name from the URL, +#' unless \code{NULLname} is set to \code{TRUE}. +#' +#' @param type \code{character} value representing the type of input. +#' Allowable types currently include a raw URL (\code{type = "url"}), which +#' requires a non-\code{NULL} input for \code{url}, and from Zenodo +#' (\code{type = "zenodo"}), which requires non-\code{NULL} input for either +#' the concept record identifier (\code{concept_rec_id}) and +#' version (\code{rec_version}) or record identifier (\code{rec_id}) +#' (\strong{if \code{rec_id} is used, it overrides +#' \code{concept_rec_id}.}) \cr \cr +#' +#' @param url \code{character} value of the URL to be used if +#' \code{type = "url"}. +#' +#' @param concept_rec_id Concept record identifier, a \code{character} value +#' corresponding to the Zenodo concept, used when \code{type = "zenodo"}. +#' +#' @param rec_version \code{character} value of the version number or +#' \code{"latest"} (default) for the data to be download. +#' Used when \code{type = "zenodo"}. +#' +#' @param rec_id Optional input record identifier, a \code{character} value +#' corresponding to the Zenodo record. Used when \code{type = "zenodo"}. +#' +#' @param cleanup \code{logical} indicator if any files put into the tmp +#' subdirectory should be removed at the end of the process. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param verbose \code{logical} indicator of whether or not to print out +#' all of the information or not (and thus just the tidy messages). +#' +#' @param return_version \code{logical} indicator of whether or not to +#' return the version name from the download URL. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param NULLname \code{logical} indicator if \code{name} should be kept as +#' \code{NULL}. +#' +#' @param zip_destin \code{character} value of the destination of the +#' download of the zip, which is to be unzipped. +#' +#' @param source_url \code{character} value of the URL from which the download +#' should occur +#' +#' @param sub \code{character} of the name of the subdirectory to +#' download to. +#' +#' @param sep_char \code{character} value of the separator that delineates +#' the extension from the file path. Generally, this will be \code{"."}, +#' but for some API URLs, the extension is actually a query component, +#' so the separator may sometimes need to be \code{"="}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. +#' +#' @details If \code{type = NULL}, it is assumed to be a URL (\emph{i.e.}, +#' \code{type = "url"}). +#' +#' @return \code{download}: \code{character} of the name-version of the +#' downloads if \code{return_version = TRUE}. +#' +#' @examples +#' \donttest{ +#' create_dir() +#' download("PortalData", "zenodo", concept_rec_id = "1215988") +#' source_url <- download_url(type = "zenodo", concept_rec_id = "1215988") +#' destin <- download_destin(name = "PortalData", source_url = source_url) +#' download_message(type = "zenodo", source_url, rec_version = "latest") +#' download.file(source_url, destin, mode = "wb") +#' unzip_destins("PortalData", destin) +#' unzip_download("PortalData", destin) +#' } +#' +#' @export +#' +download <- function(name = NULL, type = NULL, url = NULL, + concept_rec_id = NULL, rec_version = "latest", + rec_id = NULL, sep_char = ".",return_version = TRUE, + main = ".", sub = "raw", quiet = FALSE, + verbose = FALSE, cleanup = TRUE, NULLname = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + source_url <- download_url(type = type, url = url, + concept_rec_id = concept_rec_id, + rec_version = rec_version, rec_id = rec_id) + resp <- GET(source_url) + stop_for_status(resp) + extension <- file_ext(path = source_url, sep_char = sep_char, + arg_checks = arg_checks) + name_alt <- name_from_url(url = source_url, NULLname = NULLname, + sep_char = sep_char, arg_checks = arg_checks) + name <- ifnull(name, name_alt) + if(extension == "zip"){ + sub <- "tmp" + } + destin <- download_destin(name = name, source_url = source_url, + main = main, sub = sub, sep_char = sep_char, + arg_checks = arg_checks) + download_message(name = name, type = type, url = source_url, + rec_version = rec_version, quiet = quiet, + verbose = verbose, arg_checks = arg_checks) + download.file(source_url, destin, quiet = !verbose, mode = "wb") + extension <- file_ext(path = source_url, sep_char = sep_char, + arg_checks = arg_checks) + if(extension == "zip"){ + unzip_download(name = name, zip_destin = destin, main = main, + cleanup = cleanup, arg_checks = arg_checks) + } + if(return_version){ + basename(source_url) %>% + path_no_ext() + } +} + + + +#' @rdname download +#' +#' @export +#' +unzip_download <- function(name = NULL, zip_destin, main = ".", + cleanup = TRUE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + unzip_destins <- unzip_destins(name = name, zip_destin = zip_destin, + main = main, arg_checks = arg_checks) + unzip(zip_destin, exdir = unzip_destins$initial) + file.rename(unzip_destins$with_archive, unzip_destins$final) + if(cleanup){ + unlink(unzip_destins$initial, recursive = TRUE) + unlink(zip_destin) + } +} + +#' @rdname download +#' +#' @export +#' +unzip_destins <- function(name = NULL, zip_destin, main = ".", + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + folder <- tmp_path(main = main, arg_checks = arg_checks) + full <- file.path(folder, name) + initial <- normalizePath(full, mustWork = FALSE) + add_lev <- unzip(zip_destin, list = TRUE)$Name[1] + full <- file.path(initial, add_lev) + with_archive <- normalizePath(full, mustWork = FALSE) + folder <- sub_path(main, "raw") + full <- file.path(folder, name) + final <- normalizePath(full, mustWork = FALSE) + list(initial = initial, with_archive = with_archive, final = final) +} + +#' @rdname download +#' +#' @export +#' +download_message <- function(name = NULL, type = NULL, url = NULL, + rec_version = NULL, quiet = FALSE, + verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + msg1 <- paste0(" -", name) + if(is.null(type) || type == "url"){ + msg2 <- paste0(" from ", url) + } else if (type == "zenodo"){ + msg2 <- paste0(" (", rec_version, ") from zenodo (", url, ")") + } + if(verbose){ + msg <- paste0(msg1, msg2) + } else{ + msg <- msg1 + } + messageq(msg, quiet) +} + +#' @rdname download +#' +#' @export +#' +download_url <- function(type = NULL, url = NULL, concept_rec_id = NULL, + rec_version = "latest", rec_id = NULL, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + type <- ifnull(type, "url") + type <- tolower(type) + if(type == "url"){ + url + } else if (type == "zenodo"){ + zenodo_url(concept_rec_id, rec_version, rec_id) + } else { + stop("present types allowed are only `url` and `zenodo`") + } +} + +#' @rdname download +#' +#' @export +#' +download_destin <- function(name = NULL, source_url, main = ".", + sub = "raw", sep_char = ".", + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + extension <- file_ext(path = source_url, sep_char = sep_char, + arg_checks = arg_checks) + folder <- sub_path(main = main, subs = sub, arg_checks = arg_checks) + extension2 <- NULL + if(!is.null(extension)){ + extension2 <- paste0(".", extension) + } + fname <- paste0(name, extension2) + full <- file.path(folder, fname) + normalizePath(full, mustWork = FALSE) +} + +#' @title Obtain the URL for a Zenodo record to be downloaded +#' +#' @description \code{zenodo_url} obtains the URL for a given Zenodo record, +#' identified either by the concept record identifier (\code{concept_rec_id}) +#' and version (\code{rec_version}) or record identifier (\code{rec_id}). +#' (\strong{Note}: if \code{rec_id} is used, it overrides +#' \code{concept_rec_id}). \cr \cr +#' \code{zenodo_versions}: determines the available version numbers and the +#' corresponding record identifier for each version available for a given +#' Zenodo concept (group of records). +#' +#' @param concept_rec_id Concept record identifier, a \code{character} value +#' corresponding to the Zenodo concept. +#' +#' @param rec_version \code{character} value of the version number or +#' \code{"latest"} (default) for the data to be download. +#' +#' @param rec_id Optional input record identifier, a \code{character} value +#' corresponding to the Zenodo record. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{zenodo_url}: \code{character} value of the URL for the zip +#' to be downloaded. \cr \cr +#' \code{zenodo_versions}: a \code{data.frame} of version number and record +#' identifier for each version available. +#' +#' @examples +#' \donttest{ +#' zenodo_versions("1215988") +#' zenodo_url("1215988", "latest") +#' zenodo_url("1215988", "1.71.0") +#' zenodo_url(rec_id = "1217163") +#' } +#' +#' @export +#' +zenodo_url <- function(concept_rec_id = NULL, rec_version = "latest", + rec_id = NULL, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + if(is.null(rec_id)){ + avail_versions <- zenodo_versions(concept_rec_id = concept_rec_id, + arg_checks = arg_checks) + if(rec_version == "latest"){ + rec_id <- concept_rec_id + } else{ + spot <- which(avail_versions$version == rec_version) + if(length(spot) == 0){ + stop(paste0("version ", rec_version, " not available")) + } + rec_id <- avail_versions$rec_id[spot] + } + } else if (!is.null(concept_rec_id)){ + warning("both concept_rec_id and rec_id input. rec_id takes precedence") + } + + url <- paste0("https://zenodo.org/api/records/", rec_id) + res <- GET(url) + stop_for_status(res) + content(res)$files[[1]]$links$download +} + +#' @rdname zenodo_url +#' +#' @export +#' +zenodo_versions <- function(concept_rec_id, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + url <- paste0("https://zenodo.org/api/records/?size=9999&", + "q=conceptrecid:", concept_rec_id, "&all_versions=True") + res <- GET(url) + stop_for_status(res) + cont <- content(res) + nv <- length(cont) + vers <- rep(NA, nv) + recid <- rep(NA, nv) + for(i in 1:nv){ + vers[i] <- cont[[i]]$metadata$version + recid[i] <- cont[[i]]$record_id + } + data.frame(version = vers, rec_id = recid) +} + +#' @title Attempt to extract the record name from a URL +#' +#' @description The record name is often encoded in a URL, so in the case that +#' a name is not given for the record, this function attempts to extract it, +#' unless told to keep the name as NULL (via \code{NULLname}). +#' +#' @param url \code{character} value of the URL. +#' +#' @param NULLname \code{logical} indicator of if the name should be kept as +#' \code{NULL}, rather than given a name based on the URL. +#' +#' @param sep_char \code{character} value of the separator that delineates +#' the extension from the file path. Generally, this will be \code{"."}, +#' but for some API URLs, the extension is actually a query component, +#' so the separator may sometimes need to be \code{"="}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{character} value of the name or \code{NULL}. +#' +#' @examples +#' \donttest{ +#' source_url <- zenodo_url(concept_rec_id = "1215988") +#' name_from_url(source_url) +#' } +#' +#' @export +#' +name_from_url <- function(url, NULLname = FALSE, sep_char = ".", + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + if(NULLname){ + NULL + } else{ + fname <- basename(url) + fname2 <- path_no_ext(path = fname, sep_char = sep_char, + arg_checks = arg_checks) + strsplit(fname2, "-")[[1]][1] + } +} + +#' @title Create a downloads list for zenodo downloads +#' +#' @description Create a downloads \code{list} for downloads from Zenodo. +#' +#' @param concept_rec_id Concept record identifier, a \code{character} value +#' corresponding to the Zenodo concept. +#' +#' @param rec_version \code{character} value of the version number or +#' \code{"latest"} for the data to be download. +#' +#' @param rec_id Optional input record identifier, a \code{character} value +#' corresponding to the Zenodo record. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{list} of \code{list}s of arguments to \code{\link{download}}. +#' +#' @examples +#' zenodo_downloads() +#' +#' @export +#' +zenodo_downloads <- function(concept_rec_id = NULL, rec_version = "latest", + rec_id = NULL, arg_checks = TRUE){ + return_if_null(c(concept_rec_id, rec_id)) + check_args(arg_checks = arg_checks) + ndls <- max(c(length(concept_rec_id), length(rec_id))) + out <- vector("list", length = ndls) + if(!is.null(concept_rec_id)){ + if(length(rec_version) == 1){ + rec_version <- rep(rec_version, ndls) + } + for(i in 1:ndls){ + out[[i]] <- list(type = "zenodo", concept_rec_id = concept_rec_id[i], + rec_version = rec_version[i]) + } + } else{ + for(i in 1:ndls){ + out[[i]] <- list(type = "zenodo", rec_id = rec_id[i]) + } + } + out +} + +#' @title Verify that the raw data folder exists +#' +#' @description Check that the raw data folder exists +#' +#' @param raw_data \code{character} value indicating the name of the raw +#' data directory. A standard portalcasting directory downloads the raw data +#' files into from the PortalData repository, so +#' \code{raw_data = "PortalData"}. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{logical} indicator of whether or not the raw data folder +#' exists. +#' +#' @examples +#' \donttest{ +#' create_dir() +#' fill_raw() +#' verify_raw_data() +#' } +#' +#' @export +#' +verify_raw_data <- function(main = ".", raw_data = "PortalData", + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + full <- file_path(main = main, sub = "raw", files = raw_data, + arg_checks = arg_checks) + file.exists(full) +} + + + +#' @title Provide URLs for the Northwest Knowledge Network's North American +#' Multi-Model Ensemble (NMME) climate forecasts +#' +#' @description The +#' \href{https://bit.ly/2MifqjM}{Northwest Knowledge Network} (NKN) at +#' at the University of Idaho provides a +#' \href{https://bit.ly/2tCP8NX}{simple API} to download downscaled +#' climate forecasts using the +#' \href{https://bit.ly/2Mdv8gd}{North American Multi-Model Ensemble} (NMME) +#' set. This function generates the URL for specific request based on all +#' possible user inputs including, time window, location, model, +#' frequency of data, and data type. Given the construction of the URL, +#' \strong{only \code{data} is vectorized}. See arguments for specifics. +#' +#' @param start,end \code{Date} for the start and end of the cast. +#' +#' @param model \code{character} value of the model, one of \code{"ENSMEAN"}, +#' (Multi-Model Mean), \code{"CMC1"} (CMC1-CanCM3), \code{"CMC2"} +#' (CMC2-CanCM4), \code{"CFCSv2"} (NCEP-CFSv2), \code{"GFDL"} (GFDL-CM2.1), +#' \code{"GFDL-FLOR"} (GFDL-FLOR), or \code{"NCAR"} (NCAR-CCSM4). \cr \cr +#' Presently can only take one value. +#' +#' @param lat,lon \code{numeric} latitude and longitude values used to +#' downscale the model. \cr \cr +#' Presently can only take one value for each. +#' +#' @param freq \code{character} value of the frequency of the data, can +#' be \code{"daily"} or \code{"XmonthAverage"}, where \code{"X"} is a +#' number between \code{1} and \code{7}. \cr \cr +#' Presently can only take one value. +#' +#' @param data \code{character} value of the type of data, one of +#' \code{"tasmin"} (minimum temperature), \code{"tasmean"} +#' (mean temperature), \code{"tasmax"} (maximum temperature), \code{"pr"} +#' (precipitation), \code{"dps"} (dew point), \code{"rsds"} +#' (shortwave radiation; sun intensity), \code{"was"} (wind speed). +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return Named \code{character} vector of URLs, or \code{NULL} if +#' \code{data}, \code{freq}, or \code{model} is \code{NULL}. +#' +#' @examples +#' NMME_urls() +#' +#' @export +#' +NMME_urls <- function(start = Sys.Date(), end = as.Date("2050-01-01"), + model = "ENSMEAN", lat = 31.9555, lon = -109.0744, + freq = "daily", + data = c("tasmin", "tasmean", "tasmax", "pr"), + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + return_if_null(data) + return_if_null(freq) + return_if_null(model) + + mods <- c("ENSMEAN", "CMC1", "CMC2", "CFCSv2", "GFDL", "GFDL-FLOR", "NCAR") + if(any(!(model %in% mods))){ + stop("model not in available options") + } + + datas <- c("tasmin", "tasmean", "tasmax", "pr", "dps", "rsds", "was") + if(any(!(data %in% datas))){ + stop("at least one of the data sets not in available options") + } + + freqs <- c("daily", paste0(1:7, "monthAverage")) + if(any(!(freq %in% freqs))){ + stop("frequency of predictions requested not available") + } + + thredds <- "https://tds-proxy.nkn.uidaho.edu/thredds/" + nwcsc <- "ncss/NWCSC_INTEGRATED_SCENARIOS_ALL_CLIMATE/" + nmme <- "bcsd-nmme/dailyForecasts/" + catalog <- paste0(thredds, nwcsc, nmme) + + nc_model <- paste0("bcsd_nmme_metdata_", model, "_forecast_") + nc_data <- paste0(data, "_", freq, ".nc?var=", data) + og_nc_data <- paste0(nc_model, nc_data) + + start_time <- paste0(start, "T00%3A00%3A00Z") + end_time <- paste0(end, "T00%3A00%3A00Z") + locale <- paste0("&latitude=", lat, "&longitude=", lon) + times <- paste0("&time_start=", start_time, "&time_end=", end_time) + extension <- "&accept=csv" + specs <- paste0(locale, times, extension) + + full_urls <- paste0(catalog, og_nc_data, specs) + names(full_urls) <- data + full_urls +} + diff --git a/R/esss.R b/R/esss.R deleted file mode 100644 index a282c21aa..000000000 --- a/R/esss.R +++ /dev/null @@ -1,101 +0,0 @@ -#' @title Exponential Smoothing State Space model for Portal Predictions -#' -#' @description Fit an ESSS model in the portalcasting pipeline. -#' -#' @details Model "ESSS" is a flexible exponential smoothing state space -#' model with the possibility of multiplicative trends fit using -#' \code{\link[forecast]{ets}} in the -#' \href{http://pkg.robjhyndman.com/forecast/}{\code{forecast} package} -#' (Hyndman \emph{et al}. 2018). -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @param level \code{character} value name of the type of plots included -#' (\code{"All"} or \code{"Controls"}). -#' -#' @param quiet \code{logical} value indicating if the function should be -#' quiet. -#' -#' @return \code{list} of [1] \code{"forecast"} (the forecasted abundances) -#' and [2] \code{"all_model_aic"} (the model AIC values). -#' -#' @references -#' Hyndman R., Bergmeir C., Caceres G., Chhay L., O'Hara-Wild M., Petropoulos -#' F., Razbash S., Wang E., and Yasmeen F. 2018. forecast: Forecasting -#' functions for time series and linear models. -#' \href{http://pkg.robjhyndman.com/forecast}{R package version 8.3}. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' ESSS() -#' } -#' -#' @export -#' -ESSS <- function(tree = dirtree(), level = "All", quiet = FALSE){ - check_args() - messageq(paste0("### Fitting ESSS model for ", level, " ###"), quiet) - - abundances <- read_data(tree, tolower(level)) - metadata <- read_metadata(tree) - - nfcnm <- length(metadata$rodent_forecast_newmoons) - CL <- metadata$confidence_level - abundances <- interpolate_abundance(abundances) - species <- colnames(abundances)[-which(colnames(abundances) == "moons")] - fcast <- data.frame() - aic <- data.frame() - - for (s in species){ - - ss <- gsub("NA.", "NA", s) - messageq(paste0("Fitting ESSS model for ", ss), quiet) - - abund_s <- extract2(abundances, s) - - if (sum(abund_s) == 0){ - model_fcast <- fcast0(nfcnm, "mean") - model_aic <- 1e6 - estimate <- as.numeric(model_fcast$mean) - LowerPI <- rep(0, nfcnm) - UpperPI <- rep(0, nfcnm) - } else{ - model <- ets(abund_s) - model_fcast <- forecast(model, h = nfcnm, level = CL, - allow.multiplicative.trend = TRUE) - model_aic <- model$aic - estimate <- as.numeric(model_fcast$mean) - CI_match <- which(model_fcast$level == CL * 100) - LowerPI <- as.numeric(model_fcast$lower[ , CI_match]) - UpperPI <- as.numeric(model_fcast$upper[ , CI_match]) - } - - - - fcast_s <- data.frame(date = metadata$forecast_date, - forecastmonth = metadata$rodent_forecast_months, - forecastyear = metadata$rodent_forecast_years, - newmoonnumber = metadata$rodent_forecast_newmoons, - currency = "abundance", model = "ESSS", level = level, - species = ss, estimate = estimate, LowerPI = LowerPI, - UpperPI = UpperPI, fit_start_newmoon = min(abundances$moons), - fit_end_newmoon = max(abundances$moons), - initial_newmoon = max(abundances$moons), - stringsAsFactors = FALSE) - - aic_s <- data.frame(date = metadata$forecast_date, currency = "abundance", - model = "ESSS", level = level, species = ss, aic = model_aic, - fit_start_newmoon = min(abundances$moons), - fit_end_newmoon = max(abundances$moons), - initial_newmoon = max(abundances$moons), - stringsAsFactors = FALSE) - - fcast <- rbind(fcast, fcast_s) - aic <- rbind(aic, aic_s) - } - output <- list("forecast" = fcast, "aic" = aic) - return(output) -} diff --git a/R/figures.R b/R/figures.R index 68652ea7c..970191034 100644 --- a/R/figures.R +++ b/R/figures.R @@ -1,520 +1,167 @@ -#' @title Plot RMSE and coverage as a function of model for each species -#' -#' @description Plot the RMSE and coverage by species matrix of cast error -#' as a function of model. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @param species \code{character} vector of the species codes (or -#' \code{"total"} for the total across species) to be selected from or -#' \code{NULL} to include all species and the total. Default set to -#' \code{rodent_spp(set = "evalplot")}, the only setting for which the -#' plot is reliably coded/ -#' -#' @param level \code{character} value of the treatment type of interest -#' (\code{"All"} or \code{"Controls"}). -#' -#' @param cast_type \code{character} value of the type of -cast of model. Used -#' to select the file in the predictions subdirectory. Currently only -#' reliably coded for \code{"hindcasts"}. -#' -#' @param cast_dates \code{Date}s the predictions were made. Used to select -#' the files in the predictions subdirectory. Can be length 1 or more and if -#' \code{NULL} (default), selects the most recent -casts. -#' -#' @param min_observed \code{integer} value for the minimum number of observed -#' values needed for a -cast to be retained in the output table. Default is -#' \code{1}, which returns all -casts with any observations. To include all -#' -casts (even those without any evaluations), set to \code{0}. -#' -#' @param models \code{character} value(s) of the name(s) (or -#' \code{"Ensemble"}) of the model(s) of interest. If \code{NULL}, all -#' models with available -casts are returned. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir(all_options(download_existing_predictions = TRUE)) -#' plot_cov_RMSE_mod_spp() -#' } -#' -#' @export -#' -plot_cov_RMSE_mod_spp <- function(tree = dirtree(), cast_type = "hindcasts", - species = rodent_spp(species_set = "evalplot"), - level = "Controls", cast_dates = NULL, - min_observed = 1, - models = model_names("wEnsemble")){ - check_args() - if (is.null(cast_dates)){ - cast_dates <- most_recent_cast(tree, cast_type) - } - - casts <- read_casts(tree = tree, cast_type = cast_type, - cast_dates = cast_dates) %>% - select_casts(species = species, level = level, models = models) - if (NROW(casts) == 0){ - stop("no casts available for specified inputs") - } - errs <- append_observed_to_cast(casts, tree) %>% - measure_cast_error(min_observed = min_observed) - - lpath <- file_paths(tree, "PortalData/Rodents/Portal_rodent_species.csv") - sptab <- read.csv(lpath, stringsAsFactors = FALSE) - sptab <- na_conformer(sptab, "speciescode") - - uspecies <- as.character(unique(errs$species)) - ntspecies <- uspecies[!grepl("total", uspecies)] - ntspeciesm <- sptab[ , "speciescode"] %in% ntspecies - ntspeciesn <- sort(sptab[ntspeciesm , "scientificname"], decreasing = TRUE) - ntspeciesm2 <- rep(NA, length(ntspeciesn)) - for(i in 1:length(ntspeciesm2)){ - ntspeciesm2[i] <- which(sptab[ , "scientificname"] == ntspeciesn[i]) - } - ntspecies <- sptab[ntspeciesm2, "speciescode"] - tspecies <- sort(uspecies[grepl("total", uspecies)]) - uspecies <- c(tspecies, ntspecies) - nspecies <- length(uspecies) - umodels <- as.character(unique(errs$model)) - nemodels <- sort(umodels[!grepl("Ensemble", umodels)]) - emodels <- sort(umodels[grepl("Ensemble", umodels)]) - umodels <- c(nemodels, emodels) - nmodels <- length(umodels) - - - par(fig = c(0, 1, 0, 1), mar = c(0.5, 0, 0, 0.5)) - plot(1, 1, type = "n", xaxt = "n", yaxt = "n", ylab = "", xlab = "", - bty = "n") - - x1 <- 0 - x2 <- 0.48 - y1 <- 0.0 - y2 <- 0.05 - par(mar = c(0, 2.5, 0, 0.5), fig = c(x1, x2, y1, y2), new = TRUE) - plot(1, 1, type = "n", xaxt = "n", yaxt = "n", ylab = "", xlab = "", - bty = "n", xlim = c(0.5, nmodels + 0.5), ylim = c(0, 1)) - text(x = 1:nmodels, y = rep(0.9, nmodels), labels = umodels, cex = 0.7, - xpd = TRUE, srt = 45, adj = 1) - x1 <- 0.49 - x2 <- 0.97 - y1 <- 0.0 - y2 <- 0.05 - par(mar = c(0, 2.5, 0, 0.5), fig = c(x1, x2, y1, y2), new = TRUE) - plot(1, 1, type = "n", xaxt = "n", yaxt = "n", ylab = "", xlab = "", - bty = "n", xlim = c(0.5, nmodels + 0.5), ylim = c(0, 1)) - text(x = 1:nmodels, y = rep(0.9, nmodels), labels = umodels, cex = 0.7, - xpd = TRUE, srt = 45, adj = 1) - - for(i in 1:nspecies){ - - x1 <- 0 - x2 <- 0.48 - y1 <- 0.05 + (i - 1) * 0.95 * (1/nspecies) - y2 <- y1 + 0.94 * (1/nspecies) - par(mar = c(0, 2.5, 1.5, 0.5), fig = c(x1, x2, y1, y2), new = TRUE) - plot(1, 1, type = "n", xaxt = "n", yaxt = "n", ylab = "", - xlab = "", xlim = c(0.5, nmodels + 0.5), ylim = c(0,1), bty = "L") - axis(2, at = seq(0, 1, 0.2), cex.axis = 0.6, las = 1, line = -0.5, - lwd = 0) - axis(2, at = seq(0, 1, 0.2), labels = FALSE, tck = -0.025) - mtext(side = 2, "Coverage", line = 1.5, cex = 0.75) - axis(1, at = 1:nmodels, labels = FALSE, tck = -0.025) - for(j in 1:nmodels){ - in_ij <- which(errs$species == uspecies[i] & errs$model == umodels[j]) - - ys <- errs$coverage[in_ij] - ys2 <- runif(length(ys), ys - 0.005, ys + 0.005) - xs <- runif(length(ys), j - 0.05, j + 0.05) - quants <- quantile(ys, seq(0, 1, 0.25)) - points(rep(j, 2), quants[c(1, 5)], type = "l") - points(c(j - 0.02, j + 0.02), rep(quants[1], 2), type = "l") - points(c(j - 0.02, j + 0.02), rep(quants[5], 2), type = "l") - rect(j - 0.1, quants[2], j + 0.1, quants[4], col = "white") - points(c(j - 0.1, j + 0.1), rep(quants[3], 2), type = "l", lwd = 2) - points(xs, ys2, col = rgb(0.3, 0.3, 0.3, 0.4), pch = 1, cex = 0.5) - } - - abline(h = 0.90, lwd = 2, lty = 3) - in_i <- which(errs$species == uspecies[i]) - errs_i <- errs[in_i, ] - ymax <- max(max(errs_i$RMSE, na.rm = TRUE)) - x1 <- 0.49 - x2 <- 0.97 - y1 <- 0.05 + (i - 1) * 0.95 * (1/nspecies) - y2 <- y1 + 0.94 * (1/nspecies) - par(mar = c(0, 2.5, 1.5, 0.5), fig = c(x1, x2, y1, y2), new = TRUE) - plot(1, 1, type = "n", xaxt = "n", yaxt = "n", ylab = "", bty = "L", - xlab = "", xlim = c(0.5, nmodels + 0.5), ylim = c(0, ymax)) - axis(2, cex.axis = 0.6, las = 1, line = -0.5, lwd = 0) - axis(2, labels = FALSE, tck = -0.025) - mtext(side = 2, "RMSE", line = 1.625, cex = 0.75) - axis(1, at = 1:nmodels, labels = FALSE, tck = -0.025) - for(j in 1:nmodels){ - in_ij <- which(errs$species == uspecies[i] & errs$model == umodels[j]) - - ys <- errs$RMSE[in_ij] - ys2 <- runif(length(ys), ys - 0.005, ys + 0.005) - xs <- runif(length(ys), j - 0.05, j + 0.05) - quants <- quantile(ys, seq(0, 1, 0.25)) - points(rep(j, 2), quants[c(1, 5)], type = "l") - points(c(j - 0.02, j + 0.02), rep(quants[1], 2), type = "l") - points(c(j - 0.02, j + 0.02), rep(quants[5], 2), type = "l") - rect(j - 0.1, quants[2], j + 0.1, quants[4], col = "white") - points(c(j - 0.1, j + 0.1), rep(quants[3], 2), type = "l", lwd = 2) - points(xs, ys2, col = rgb(0.3, 0.3, 0.3, 0.4), pch = 1, cex = 0.5) - } - par(mar = c(0, 0, 0, 0), fig = c(0.97, 1, y1, y2), new = TRUE) - plot(1, 1, type = "n", xaxt = "n", yaxt = "n", ylab = "", xlab = "", - bty = "n") - if (uspecies[i] == "total"){ - spt <- "Total Rodents" - spf <- 2 - } else{ - spptextmatch <- which(sptab[ , "speciescode"] == uspecies[i]) - spt <- sptab[spptextmatch, "scientificname"] - spf <- 4 - } - text(0.9, 1, spt, font = spf, cex = 0.8, xpd = TRUE, srt = 270) - } - - -} - - -#' @title Plot error as a function of lead time for each of a combination of -#' species and model -#' -#' @description Plot the model-species matrix of error as a function of -#' lead time. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. +#' @title Plot predictions for a given point in time across multiple species +#' +#' @description Plot the point value with confidence interval for a time point +#' across multiple species. Casts can be selected either by supplying a +#' \code{cast_id} number or any combination of \code{data_set}, +#' \code{model}, and \code{end_moon}, which filter the available casts in +#' unison. This plot type can only handle output from a single cast, so +#' if multiple casts still remain, the one with the highest number is +#' selected. To be more certain about cast selection, use the \code{cast_id} +#' input. +#' +#' @details The resulting plot shows predictions as points (open white +#' circles) with error, where the point represents the \code{estimate} and +#' the bounds of the error are \code{lower_pi} and \code{upper_pi} in the +#' \code{cast_table} saved output from a model. \cr +#' As of \code{portalcasting v0.9.0}, +#' this represents the mean and the 95\% prediction interval. If +#' \code{with_census = TRUE}, the observations from the associated moon +#' are plotted as blue filled squares. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param end_moon \code{integer} (or integer \code{numeric}) +#' newmoon number of the forecast origin. Default value is +#' \code{NULL}, which equates to no selection with respect to +#' \code{end_moon}. +#' +#' @param model \code{character} value of the name of the model to +#' include. Default value is \code{NULL}, which equates to no selection with +#' respect to \code{model}. +#' +#' @param data_set \code{character} value of the rodent data set to include +#' Default value is \code{NULL}, which equates to no selection with +#' respect to \code{data_set}. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param moon \code{integer} (or integer \code{numeric}) newmoon number for +#' the plot. +#' +#' @param cast_id \code{integer} (or integer \code{numeric}) value +#' representing the cast of interest, as indexed within the directory in +#' the \code{casts} sub folder. See the casts metadata file +#' (\code{casts_metadata.csv}) for summary information. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. #' #' @param species \code{character} vector of the species codes (or -#' \code{"total"} for the total across species) to be selected from or -#' \code{NULL} to include all species and the total. Default set to -#' \code{rodent_spp(set = "evalplot")}, the only setting for which the -#' plot is reliably coded/ -#' -#' @param level \code{character} value of the level of interest (\code{"All"} -#' or \code{"Controls"}). +#' \code{"total"} for the total across species) to be plotted or +#' \code{NULL} (default) to plot all species in \code{data_set}. #' -#' @param cast_type \code{character} value of the type of -cast of model. Used -#' to select the file in the predictions subdirectory. Currently only -#' reliably coded for \code{"forecasts"}. +#' @param with_census \code{logical} toggle if the plot should include the +#' observed data collected during the predicted census. #' -#' @param ndates \code{integer} number of -cast issue dates to include. +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. #' -#' @param models \code{character} value(s) of the name(s) (or -#' \code{"Ensemble"}) of the model(s) of interest. If \code{NULL}, all -#' models with available -casts are returned. +#' @return \code{NULL}. Plot is generated. #' #' @examples -#' \dontrun{ -#' -#' setup_dir(all_options(download_existing_predictions = TRUE)) -#' plot_err_lead_spp_mods() +#' \donttest{ +#' setup_dir() +#' portalcast(models = c("AutoArima", "NaiveArima"), end_moons = 515:520) +#' plot_cast_point() #' } #' #' @export #' -plot_err_lead_spp_mods <- function(tree = dirtree(), cast_type = "forecasts", - species = rodent_spp(species_set = "evalplot"), - level = "Controls", ndates = 3, - models = model_names("wEnsemble")){ - check_args() - casts <- read_casts(tree, cast_type = cast_type) %>% - select_casts(species = species, level = level, models = models) - if (NROW(casts) == 0){ - stop("no casts available for specified inputs") - } - casts <- append_observed_to_cast(casts, tree) - - lpath <- file_paths(tree, "PortalData/Rodents/Portal_rodent_species.csv") - sptab <- read.csv(lpath, stringsAsFactors = FALSE) - sptab <- na_conformer(sptab, "speciescode") - - uspecies <- as.character(unique(casts$species)) - ntspecies <- uspecies[!grepl("total", uspecies)] - ntspeciesm <- sptab[ , "speciescode"] %in% ntspecies - ntspeciesn <- sort(sptab[ntspeciesm , "scientificname"], decreasing = TRUE) - ntspeciesm2 <- rep(NA, length(ntspeciesn)) - for(i in 1:length(ntspeciesm2)){ - ntspeciesm2[i] <- which(sptab[ , "scientificname"] == ntspeciesn[i]) - } - ntspecies <- sptab[ntspeciesm2, "speciescode"] - tspecies <- sort(uspecies[grepl("total", uspecies)]) - uspecies <- c(tspecies, ntspecies) - nspecies <- length(uspecies) - umodels <- unique(casts$model) - nemodels <- sort(umodels[!grepl("Ensemble", umodels)]) - emodels <- sort(umodels[grepl("Ensemble", umodels)]) - umodels <- c(nemodels, emodels) - nmodels <- length(umodels) - if(is.null(ndates)){ - udates <- unique(casts$date) - } else{ - posdates <- unique(casts$date) - nposdates <- length(posdates) - nleads <- rep(NA, nposdates) - for(i in 1:nposdates){ - incl <- casts$date == posdates[i] & is.na(casts$error) == FALSE - nleads[i] <- length(unique(casts$lead[incl])) - } - posdates2 <- sort(posdates[nleads > 2], decreasing = TRUE) - udates <- posdates2[c(1, 12, 24, 48, 72)[1:ndates]] +plot_cast_point <- function(main = ".", cast_id = NULL, data_set = NULL, + model = NULL, end_moon = NULL, species = NULL, + moon = NULL, with_census = FALSE, + control_files = files_control(), quiet = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + moons <- read_moons(main = main, control_files = control_files, + arg_checks = arg_checks) + last_census_date <- last_census(main = main, arg_checks = arg_checks) + which_last_census_moon <- which(moons$censusdate == last_census_date) + last_census_moon <- moons$moon[which_last_census_moon] + last_moon <- last_moon(main = main, moons = moons, arg_checks = arg_checks) + alt_moon <- ifelse(with_census, last_census_moon, last_moon + 1) + moon <- ifnull(moon, alt_moon) + + casts_meta <- select_casts(main = main, cast_ids = cast_id, + end_moons = end_moon, models = model, + data_sets = data_set, + quiet = quiet, arg_checks = arg_checks) + + if(with_census){ + casts_meta_moon1 <- casts_meta$end_moon + 1 + casts_meta_moon2 <- casts_meta$end_moon + casts_meta$lead_time + casts_last_census <- last_census_moon >= casts_meta_moon1 & + last_census_moon <= casts_meta_moon2 + casts_meta <- casts_meta[casts_last_census, ] } - nudates <- length(udates) - cols <- viridis(nudates, 1, 0, 0.75) - - incl <- which(casts$species %in% uspecies & casts$model %in% umodels & - casts$date %in% udates) - casts <- casts[incl, ] - leads <- casts$lead[which(is.na(casts$error) == FALSE)] - xrange <- c(max(leads) + 1, 0) - - umodels <- unique(casts$model) - nmodels <- length(umodels) - - par(fig = c(0, 1, 0, 1), mar = c(0.5, 0, 0, 0.5)) - plot(1, 1, type = "n", xaxt = "n", yaxt = "n", ylab = "", xlab = "", - bty = "n") - mtext(side = 1, "Lead time (new moons)", line = -0.75) - mtext(side = 2, "Forecast error", line = -1) - text(1.39, 1.11, "Forecast Issue ", xpd = TRUE, cex = 0.75) - text(1.39, 1.095, "Date", xpd = TRUE, cex = 0.75) - ys <- seq(1.08, by = -0.013, length.out = nudates) - text(1.39, ys, udates, xpd = TRUE, cex = 0.75, col = cols) - - rowc <- 1 - for(i in 1:nspecies){ - colc <- 0 - in_i <- which(casts$species == uspecies[i]) - casts_i <- casts[in_i, ] - ymin <- min(c(0, min(casts_i$error, na.rm = TRUE))) - ymax <- max(c(0, max(casts_i$error, na.rm = TRUE))) - ymin <- ymin - 0.05 * (ymax - ymin) - ymax <- ymax + 0.05 * (ymax - ymin) - yrange <- c(ymin, ymax) - for(j in 1:nmodels){ - in_ij <- which(casts$species == uspecies[i] & casts$model == umodels[j]) - casts_ij <- casts[in_ij, ] - x1 <- 0.07 + (j - 1) * 0.8 * (1/nmodels) - x2 <- x1 + 0.8 * (1/nmodels) - y1 <- 0.04 + (i - 1) * 0.92 * (1/nspecies) - y2 <- y1 + 0.92 * (1/nspecies) - par(mar = c(0.5, 0, 0, 0.5), fig = c(x1, x2, y1, y2), new = TRUE) - nnonna <- length(which(is.na(casts_ij$error) == FALSE)) - if (nnonna == 0){ - plot(1, 1, type = "n", xaxt = "n", yaxt = "n", ylab = "", xlab = "", - bty = "n") - }else{ - colc <- colc + 1 - plot(casts_ij$lead, casts_ij$error, xaxt = "n", yaxt = "n", ylab = "", - xlab = "", type = "n", xlim = xrange, ylim = yrange, bty = "L") - abline(h = 0, lwd = 2) - axis(1, tck = -0.03, labels = FALSE) - axis(2, tck = -0.03, labels = FALSE) - if(rowc == 1){ - axis(1, las = 1, cex.axis = 0.65, lwd = 0, line = -1) - } - if(colc == 1){ - axis(2, las = 1, cex.axis = 0.65, lwd = 0, line = -0.625) - } - for(k in 1:nudates){ - casts_ijk <- casts_ij[which(casts_ij$date == udates[k]), ] - plotx <- casts_ijk$lead[order(casts_ijk$lead)] - ploty <- casts_ijk$error[order(casts_ijk$lead)] - plotx <- plotx[-which(is.na(ploty))] - ploty <- ploty[-which(is.na(ploty))] - points(plotx, ploty, type = "o", pch = 16, col = cols[k], - cex = 0.75) - - } - } - if (rowc == nspecies){ - mtext(side = 3, umodels[j], cex = 0.75, font = 2, line = 0.5) - } - if(j == nmodels){ - par(mar = c(0, 0, 0, 0), fig = c(x2, 0.9, y1, y2), new = TRUE) - plot(1, 1, type = "n", xaxt = "n", yaxt = "n", ylab = "", xlab = "", - bty = "n") - if (uspecies[i] == "total"){ - spt <- "Total Rodents" - spf <- 2 - } else{ - spptextmatch <- which(sptab[ , "speciescode"] == uspecies[i]) - spt <- sptab[spptextmatch, "scientificname"] - spf <- 4 - } - text(0.75, 1, spt, font = spf, cex = 0.55, xpd = TRUE, srt = 270) - } - } - rowc <- rowc + 1 - } - -} - - -#' @title Plot forecast or hindcast predictions for a given point in time -#' across multiple species. -#' -#' @description Plot the point value with confidence interval for a step in -#' a forecast or hindcast across multiple species. Currently only reliable -#' for forecasts. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @param species \code{character} vector of the species codes (or -#' \code{"total"} for the total across species) to be plotted or -#' \code{NULL} (default) to plot all species and the total. -#' -#' @param level \code{character} value of the level of interest (\code{"All"} -#' or \code{"Controls"}). -#' -#' @param cast_type \code{character} value of the type of -cast of model. Used -#' to select the file in the predictions subdirectory. Currently only -#' reliably coded for \code{"forecasts"}. -#' -#' @param cast_date \code{Date} the predictions were made. Used to select the -#' file in the predictions subdirectory. If \code{NULL} (default), selects -#' the most recent -casts (if \code{with_census = FALSE}) or the most -#' recent -casts with a subsequent census (if \code{with_census = TRUE}). -#' -#' @param model \code{character} value of the name (or \code{"Ensemble"}) of -#' the model to be plotted. -#' -#' @param lead \code{integer}-conformable lead of the newmoon number used to -#' select the data plotted. -#' -#' @param from_date \code{Date} to be used as a reference of when to count -#' the \code{lead} from. If \code{NULL} (default), for -#' \code{cast_type = "forecasts"}, \code{from_date = cast_date} and -#' \code{plot_cast_point} is not yet reliable for -#' \code{cast_type = "hindcasts"}. -#' -#' @param with_census \code{logical} toggle if the plot should include the -#' observed data collected during the predicted census. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir(all_options(download_existing_predictions = TRUE)) -#' plot_cast_point() -#' plot_cast_point(with_census = TRUE) -#' } -#' -#' @export -#' -plot_cast_point <- function(tree = dirtree(), species = NULL, - level = "Controls", cast_type = "forecasts", - cast_date = NULL, model = "Ensemble", - lead = 1, from_date = NULL, - with_census = FALSE){ - check_args() - if (is.null(cast_date)){ - cast_date <- most_recent_cast(tree, cast_type, with_census) + if(NROW(casts_meta) > 1){ + which_max <- which.max(casts_meta$cast_id) + casts_meta <- casts_meta[which_max, ] } - if (is.null(from_date) & cast_type == "forecasts"){ - from_date <- cast_date + if(NROW(casts_meta) == 0){ + stop("no casts available for requested plot") } - moons <- read_data(tree, "moons") - casts <- read_cast(tree, cast_type = cast_type, cast_date = cast_date) - - if (with_census){ - obs <- read_data(tree, tolower(level)) - lead <- 1 - most_recent_c_date <- most_recent_census(tree) - cdates <- as.Date(as.character(moons$censusdate)) - most_recent_c_spot <- which(cdates == most_recent_c_date) - newmoonnumber <- moons$newmoonnumber[most_recent_c_spot] - nmdate <- as.Date(as.character(moons$newmoondate[most_recent_c_spot])) - newmoonmonth <- as.numeric(format(nmdate, "%m")) - newmoonyear <- as.numeric(format(nmdate, "%Y")) - if (length(which(casts$newmoonnumber == newmoonnumber)) == 0){ - stop("census not available for requested date") - } - } else{ - nmdates <- as.Date(as.character(moons$newmoondate)) - most_recent_nm_spot <- max(which(nmdates <= from_date)) - most_recent_nm_number <- moons$newmoonnumber[most_recent_nm_spot] - metadata <- read_data(tree, "metadata") - cast_nms_io <- metadata$rodent_forecast_newmoons > most_recent_nm_number - to_plot <- which(cast_nms_io)[lead] - newmoonnumber <- metadata$rodent_forecast_newmoons[to_plot] - newmoonmonth <- metadata$rodent_forecast_months[to_plot] - newmoonyear <- metadata$rodent_forecast_years[to_plot] + max_obs <- 0 + if(with_census){ + obs <- read_rodents_table(main = main, data_set = casts_meta$data_set, + arg_checks = arg_checks) + sp_col <- is_sp_col(obs, nadot = TRUE, total = TRUE) + species <- ifnull(species, colnames(obs)[sp_col]) + moon <- ifnull(moon, unique(obs$moon)) + obs <- obs[obs$moon %in% moon, species] + if(NROW(obs) == 0){ + stop("no observations available for requested plot") + } + max_obs <- max(as.numeric(obs), na.rm = TRUE) } - pred <- select_casts(casts, species, level, model, newmoonnumber) - if (NROW(pred) == 0){ - stop("no casts available for specified inputs") - } - pred <- pred[order(pred$estimate, decreasing = TRUE), ] - nspp <- nrow(pred) + preds <- read_cast_tab(main = main, cast_id = casts_meta$cast_id, + arg_checks = arg_checks) + preds <- na_conformer(preds, "species") + species <- ifnull(species, unique(preds$species)) + match_sp <- (preds$species %in% species) + moon <- ifnull(moon, unique(preds$moon)) + match_moon <- (preds$moon %in% moon) + colnames <- c("moon", "species", "estimate", "lower_pi", "upper_pi") + match_col <- (colnames(preds) %in% colnames) + preds <- preds[match_sp & match_moon, match_col] + + moon_month <- moons$month[moons$moon == moon] + moon_year <- moons$year[moons$moon == moon] + title_date <- paste(month(moon_month, TRUE), moon_year, sep = " ") + data_set_name <- casts_meta$data_set + data_set_name <- gsub("_interp", " (interpolated)", data_set_name) + model_name <- casts_meta$model + title <- paste0(title_date, ", " , model_name, ", ", data_set_name) + + preds <- preds[order(preds$estimate, decreasing = TRUE), ] + species <- preds$species + nspp <- length(species) rangey <- c(nspp + 0.25, 0.75) - rangex <- c(0, max(pred$UpperPI)) - - main_date <- paste(month(newmoonmonth, TRUE), newmoonyear, sep = " ") - main <- paste0(main_date, ": " , level) + rangex <- c(0, max(c(preds$upper_pi, max_obs))) + oldpar <- par(no.readonly = TRUE) + on.exit(par(oldpar)) par(mar = c(3.5, 9.5, 2, 1)) plot(1, 1, type = "n", bty = "L", xlab = "", ylab = "", yaxt= "n", las = 1, xlim = rangex, ylim = rangey) mtext("Abundance", side = 1, cex = 1.5, line = 2.5) mtext("Species", side = 2, cex = 1.5, line = 8.25) - plot_cast_point_yaxis(tree = tree, species = pred$species) - mtext(main, side = 3, cex = 1.25, line = 0.5, at = 0, adj = 0) - - for(i in 1:nspp){ - low <- pred$LowerPI[i] - up <- pred$UpperPI[i] - est <- pred$estimate[i] - vbars <- i + (0.015 * nspp * c(-1, 1)) - points(c(low, up), rep(i, 2), type = "l", lwd = 2) - points(rep(low, 2), vbars, type = "l", lwd = 2) - points(rep(up, 2), vbars, type = "l", lwd = 2) - points(est, i, pch = 16, col = "white", cex = 1.25) - points(est, i, lwd = 2, cex = 1.25) - - if (with_census){ - nmmatch <- which(obs$newmoonnumber == newmoonnumber) - spmatch <- pred$species[i] - spmatch[spmatch == "NA"] <- "NA." - obsi <- obs[nmmatch, spmatch] - points(obsi, i, pch = 16, col = rgb(0, 0.4, 0.9, 0.8), cex = 1.25) - points(obsi, i, pch = 1, col = rgb(0.2, 0.2, 0.2, 0.8), cex = 1.25) - } - } -} - -#' @title Expand the names with formatting for a multi-species -cast plot y -#' axis -#' -#' @description Add the y-axis of formatted species names to a -#' \code{\link{plot_cast_point}}. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. Used to access the species list. -#' -#' @param species \code{character} vector of the species codes (or -#' \code{"total"} for the total across species) being plotted. -#' -#' @return \code{list} of \code{text} and \code{font} elements. -#' -#' @export -#' -plot_cast_point_yaxis <- function(tree = dirtree(), species = "total"){ + mtext(title, side = 3, cex = 1.25, line = 0.5, at = 0, adj = 0) - check_args() - lpath <- file_paths(tree, "PortalData/Rodents/Portal_rodent_species.csv") + lpath <- file_path(main = main, sub = "raw", + files = "PortalData/Rodents/Portal_rodent_species.csv", + arg_checks = arg_checks) sptab <- read.csv(lpath, stringsAsFactors = FALSE) sptab <- na_conformer(sptab, "speciescode") - nspp <- length(species) + for(i in 1:nspp){ if (species[i] == "total"){ lab_text <- "Total" @@ -529,129 +176,155 @@ plot_cast_point_yaxis <- function(tree = dirtree(), species = "total"){ axis(2, at = i, labels = FALSE, las = 1, cex.axis = 0.65, tck = -0.01) } + + for(i in 1:nspp){ + low <- max(c(preds$lower_pi[i], 0)) + up <- preds$upper_pi[i] + est <- preds$estimate[i] + vbars <- i + (0.015 * nspp * c(-1, 1)) + points(c(low, up), rep(i, 2), type = "l", lwd = 2) + points(rep(low, 2), vbars, type = "l", lwd = 2) + points(rep(up, 2), vbars, type = "l", lwd = 2) + points(est, i, pch = 16, col = "white", cex = 1.25) + points(est, i, lwd = 2, cex = 1.25) + + if (with_census){ + spmatch <- preds$species[i] + spmatch[spmatch == "NA"] <- "NA." + obsi <- obs[ , spmatch] + points(obsi, i, pch = 15, col = rgb(0, 0.4, 0.9, 0.8), cex = 1.25) + points(obsi, i, pch = 0, col = rgb(0.2, 0.2, 0.2, 0.8), cex = 1.25) + } + } + + + invisible(NULL) } -#' @title Visualize a forecast or hindcast + +#' @title Visualize a time series cast of a species +#' +#' @description Plot an observed timeseries and cast timeseries with a +#' prediction interval. \cr +#' Casts can be selected either by supplying a +#' \code{cast_id} number or any combination of \code{data_set}, +#' \code{model}, and \code{end_moon}, which filter the available casts in +#' unison. This plot type can only handle output from a single cast, so +#' if multiple casts still remain, the one with the highest number is +#' selected. To be more certain about cast selection, use the \code{cast_id} +#' input. +#' +#' @details The resulting plot shows observations as a solid black line +#' and predictions as a blue polygon with the bounds represent the error +#' given by \code{lower_pi} and \code{upper_pi} and the bisecting blue line +#' representing the \code{estimate} in the \code{cast_table} saved output +#' from a model. \cr +#' As of \code{portalcasting v0.9.0}, +#' this represents the mean and the 95\% prediction interval. \cr +#' Observations that occurred after the cast are shown connected directly +#' to the pre-cast observation data (as the black solid line). #' -#' @description Plot an observed timeseries and forecast or hindcast -#' timeseries with a prediction interval. Currently only reliable for -#' forecasts. +#' @param main \code{character} value of the name of the main component of +#' the directory tree. #' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. +#' @param end_moon \code{integer} (or integer \code{numeric}) +#' newmoon number of the forecast origin. Default value is +#' \code{NULL}, which equates to no selection with respect to +#' \code{end_moon}. #' -#' @param species \code{character} value of the species code or \code{"total"} -#' for the total across species. +#' @param model \code{character} value of the name of the model to +#' include. Default value is \code{NULL}, which equates to no selection with +#' respect to \code{model}. #' -#' @param level \code{character} value of the level of interest (\code{"All"} -#' or \code{"Controls"}). +#' @param data_set \code{character} value of the rodent data set to include +#' Default value is \code{NULL}, which equates to no selection with +#' respect to \code{data_set}. #' -#' @param cast_type \code{character} value of the type of -cast of model. Used -#' to select the file in the predictions subdirectory. Currently only -#' reliably coded for \code{"forecasts"}. +#' @param cast_id \code{integer} (or integer \code{numeric}) value +#' representing the cast of interest, as indexed within the directory in +#' the \code{casts} sub folder. See the casts metadata file +#' (\code{casts_metadata.csv}) for summary information. #' -#' @param cast_date \code{Date} the predictions were made. Used to select the -#' file in the predictions subdirectory. +#' @param species \code{character} value of the species codes (or +#' \code{"total"} for the total across species) to be plotted. +#' \code{NULL} (default) also gives the total. #' -#' @param model \code{character} value of the name (or \code{"Ensemble"}) of -#' the model to be plotted. +#' @param start_moon \code{integer} (or integer \code{numeric}) newmoon +#' number for the beginning of the x-axis of the plot. \cr +#' Does not influence the fit of the models, just the presentation. #' -#' @param start_newmoon \code{integer}-conformable newmoon number used as the -#' the minimum x value for the plot. +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. #' -#' @param add_obs \code{logical} indicator if values observed during the -#' -cast time should be added (default is \code{TRUE}). +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @return \code{NULL}. Plot is generated. #' #' @examples -#' \dontrun{ -#' -#' setup_dir() -#' portalcast() -#' plot_cast_ts() +#' \donttest{ +#' setup_dir() +#' portalcast(models = c("AutoArima", "NaiveArima"), end_moons = 515:520) +#' plot_cast_ts() #' } #' #' @export #' -plot_cast_ts <- function(tree = dirtree(), species = "total", - level = "Controls", cast_type = "forecasts", - cast_date = NULL, model = "Ensemble", - start_newmoon = 300, add_obs = TRUE){ - check_args() - if (is.null(cast_date)){ - cast_date <- most_recent_cast(tree, cast_type) +plot_cast_ts <- function(main = ".", cast_id = NULL, data_set = NULL, + model = NULL, end_moon = NULL, species = "total", + start_moon = 217, control_files = files_control(), + quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + + casts_meta <- select_casts(main = main, cast_ids = cast_id, + end_moons = end_moon, models = model, + data_sets = data_set, quiet = quiet, + arg_checks = arg_checks) + if(NROW(casts_meta) > 1){ + which_max <- which.max(casts_meta$cast_id) + casts_meta <- casts_meta[which_max, ] } - obs <- read_data(tree, tolower(level)) - pred <- read_cast(tree, cast_type = cast_type, cast_date = cast_date) %>% - select_casts(species = species, level = level, models = model) - if (NROW(pred) == 0){ - stop("no casts available for specified inputs") - } - first_pred <- min(pred$newmoonnumber) - which_obs_after_pred <- which(obs$newmoonnumber >= first_pred) - nwhich_obs_after_pred <- length(which_obs_after_pred) - if (nwhich_obs_after_pred > 0){ - obs_after_pred <- obs[which_obs_after_pred, ] - obs <- obs[-which_obs_after_pred, ] + if(NROW(casts_meta) == 0){ + stop("no casts available for requested plot") } - species_o <- species - if (species == "NA"){ - species_o <- "NA." - } - obs_x <- obs[ , "newmoonnumber"] - obs_y <- obs[ , species_o] - obs_xf <- obs_x[length(obs_x)] - obs_yf <- obs_y[length(obs_y)] - pred_x <- pred[ , "newmoonnumber"] - pred_ym <- pred[ , "estimate"] - pred_x2 <- c(obs_xf, pred_x) - pred_ym2 <- c(obs_yf, pred_ym) - pred_yl <- pred[ , "LowerPI"] - pred_yu <- pred[ , "UpperPI"] - pred_px <- c(obs_xf, pred_x, pred_x[length(pred_x):1], obs_xf) - pred_py <- c(obs_yf, pred_yl, pred_yu[length(pred_x):1], obs_yf) - - rangex <- c(max(c(start_newmoon, min(obs_x))), max(pred_x)) - rangey <- c(min(c(obs_y, pred_yl)), max(c(obs_y, pred_yu))) - ylab <- plot_cast_ts_ylab(tree, level, species, model) - - par(mar = c(3, 4.5, 1, 1)) + obs <- read_rodents_table(main = main, data_set = casts_meta$data_set, + arg_checks = arg_checks) + sp_col <- is_sp_col(obs, nadot = TRUE, total = TRUE) + species <- ifnull(species, colnames(obs)[sp_col]) + obs <- obs[ , c("moon", species)] + preds <- read_cast_tab(main = main, cast_id = casts_meta$cast_id, + arg_checks = arg_checks) + species <- ifnull(species, unique(preds$species)) + match_sp <- (preds$species %in% species) + colnames <- c("moon", "estimate", "lower_pi", "upper_pi") + match_col <- (colnames(preds) %in% colnames) + preds <- preds[match_sp, match_col] + + max_moon <- max(preds$moon) + rangex <- c(start_moon, max_moon) + obs_sp <- obs[ , species] + obs_nm <- obs[ , "moon"] + maxy <- max(c(preds$UpperPI, obs_sp), na.rm = TRUE) + rangey <- c(0, maxy) + + oldpar <- par(no.readonly = TRUE) + on.exit(par(oldpar)) + par(mar = c(3, 4.5, 2, 1)) plot(1, 1, type = "n", bty = "L", xlab = "", ylab = "", xaxt= "n", las = 1, xlim = rangex, ylim = rangey) - mtext(ylab$text, side = 2, font = ylab$font, cex = 1.5, line = 3) - plot_cast_ts_xaxis(tree, rangex) - points(obs_x, obs_y, type = "l") - polygon(pred_px, pred_py, col = rgb(0.6757, 0.8438, 0.8984), border = NA) - points(pred_x2, pred_ym2, type = "l", col = rgb(0, 0, 1), lty = 2) - if (add_obs && nwhich_obs_after_pred > 0){ - obs_after_pred_x <- obs_after_pred[ , "newmoonnumber"] - obs_after_pred_y <- obs_after_pred[ , species_o] - obs_oap_x <- c(obs_xf, obs_after_pred_x) - obs_oap_y <- c(obs_yf, obs_after_pred_y) - points(obs_oap_x, obs_oap_y, type = "l", lty = 1) - } -} - - -#' @title Add a -cast plot x-axis -#' -#' @description Add the x-axis in \code{\link{plot_cast_ts}}. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. Used to access the species list. -#' -#' @param rangex \code{integer}-conformable vector of two values corresponding -#' to the minimum and maximum newmoonnumbers plotted. -#' -#' @export -#' -plot_cast_ts_xaxis <- function(tree, rangex){ - check_args() - moons <- read_data(tree, "moons") - minx <- as.character(moons$newmoondate[moons$newmoonnumber == rangex[1]]) - maxx <- as.character(moons$newmoondate[moons$newmoonnumber == rangex[2]]) + moons <- read_moons(main = main, control_files = control_files, + arg_checks = arg_checks) + minx <- as.character(moons$moondate[moons$moon == rangex[1]]) + maxx <- as.character(moons$moondate[moons$moon == rangex[2]]) minx_yr <- as.numeric(format(as.Date(minx), "%Y")) maxx_yr <- as.numeric(format(as.Date(maxx), "%Y")) minx_yr2 <- ceiling(minx_yr/ 5) * 5 @@ -659,46 +332,20 @@ plot_cast_ts_xaxis <- function(tree, rangex){ yrs <- seq(minx_yr2, maxx_yr2, 5) txt <- yrs nyd <- paste0(yrs, "-01-01") - dx <- as.Date(as.character(moons$newmoondate)) - dy <- moons$newmoonnumber + dx <- as.Date(as.character(moons$moondate)) + dy <- moons$moon dmod <- lm(dy ~ dx) loc <- predict(dmod, newdata = list(dx = as.Date(nyd))) axis(1, at = loc, labels = txt) - yrs <- seq(minx_yr, maxx_yr, 1) nyd <- paste0(yrs, "-01-01") loc <- predict(dmod, newdata = list(dx = as.Date(nyd))) - axis(1, at = loc, labels = FALSE, tck = -0.005) -} + axis(1, at = loc, labels = FALSE, tck = -0.005) -#' @title Expand the name with formatting for a -cast plot y label -#' -#' @description Produce a list with \code{text} and \code{font} elements to -#' control the y-axis label in \code{\link{plot_cast_ts}}. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. Used to access the species list. -#' -#' @param species \code{character} value of the species code or \code{"total"} -#' for the total across species. -#' -#' @param level \code{character} value of the level of interest (\code{"All"} -#' or \code{"Controls"}). -#' -#' @param model \code{character} value of the name (or \code{"Ensemble"}) of -#' the model to be plotted. -#' -#' @return \code{list} of \code{text} and \code{font} elements. -#' -#' @export -#' -plot_cast_ts_ylab <- function(tree = dirtree(), level = "Controls", - species = "total", model = "Ensemble"){ - check_args() lab <- list(text = "", font = 1) - lpath <- file_paths(tree, "PortalData/Rodents/Portal_rodent_species.csv") - sptab <- read.csv(lpath, stringsAsFactors = FALSE) - sptab <- na_conformer(sptab, "speciescode") + lp <- file_path(main, "raw", "PortalData/Rodents/Portal_rodent_species.csv") + sptab <- read.csv(lp, stringsAsFactors = FALSE) %>% + na_conformer("speciescode") if (species == "total"){ lab$text <- "Total Abundance" lab$font <- 1 @@ -707,5 +354,43 @@ plot_cast_ts_ylab <- function(tree = dirtree(), level = "Controls", lab$text <- sptab[sppmatch , "scientificname"] lab$font <- 3 } - lab -} \ No newline at end of file + mtext(lab$text, side = 2, font = lab$font, cex = 1.5, line = 3) + + o_x <- obs_nm + o_y <- obs_sp + p_y_m <- preds[ , "estimate"] + p_y_l <- preds[ , "lower_pi"] + p_y_u <- preds[ , "upper_pi"] + p_x <- preds[ , "moon"] + for(i in 1:length(p_y_l)){ + p_y_l[i] <- max(c(0, p_y_l[i])) + } + first_pred <- min(p_x) + last_o_x <- max(o_x[!is.na(o_y) & o_x < first_pred]) + last_o_y <- o_y[o_x == last_o_x] + + poly_x <- c(last_o_x, p_x, p_x[length(p_x):1], last_o_x) + poly_y <- c(last_o_y, p_y_l, p_y_u[length(p_y_u):1], last_o_y) + polygon(poly_x, poly_y, col = rgb(0.6757, 0.8438, 0.8984), border = NA) + points(c(last_o_x, p_x), c(last_o_y, p_y_m), type = "l", lwd = 2, lty = 1, + col = rgb(0.2, 0.5, 0.9)) + + o_x_1 <- o_x[!is.na(o_y) & o_x < first_pred] + o_y_1 <- o_y[!is.na(o_y) & o_x < first_pred] + n_o_1 <- length(o_x_1) + o_x_2 <- c(o_x_1[n_o_1], o_x[!is.na(o_y) & o_x >= first_pred]) + o_y_2 <- c(o_y_1[n_o_1], o_y[!is.na(o_y) & o_x >= first_pred]) + points(o_x_1, o_y_1, type = "l", lwd = 2) + points(o_x_2, o_y_2, type = "l", lwd = 2) + + model_name <- casts_meta$model + data_set_name <- casts_meta$data_set + data_set_name <- gsub("_interp", " (interpolated)", data_set_name) + model_name <- casts_meta$model + title <- paste0(model_name, ", ", data_set_name) + mtext(title, side = 3, cex = 1.25, line = 0.5, at = 217, adj = 0) + +} + + + diff --git a/R/fill_dir.R b/R/fill_dir.R new file mode 100644 index 000000000..96620db5a --- /dev/null +++ b/R/fill_dir.R @@ -0,0 +1,276 @@ +#' @title Fill a forecasting directory with basic components. +#' +#' @description Fill the directory with foundational components. \cr \cr +#' \code{fill_dir} combines \code{fill_raw}, \code{fill_casts}, +#' \code{fill_models}, and \code{fill_data}. +#' \code{fill_raw} downloads the raw data and archive and updates the +#' directory configuration metadata accordingly. \cr \cr +#' \code{fill_casts} moves the historic casts from the archive into the +#' current directory. \cr \cr +#' \code{fill_models} writes out the model scripts to the models +#' subdirectory. \cr \cr +#' \code{fill_data} prepares model-ready data from the raw data. +#' +#' @details Arguments input directly here take precedence over those in the +#' \code{downloads} \code{list}. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param models \code{character} vector of name(s) of model(s) to +#' include. +#' +#' @param end_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the last sample to be included. Default value is \code{NULL}, which +#' equates to the most recently included sample. +#' +#' @param lead_time \code{integer} (or integer \code{numeric}) value for the +#' number of timesteps forward a cast will cover. +#' +#' @param cast_date \code{Date} from which future is defined (the origin of +#' the cast). In the recurring forecasting, is set to today's date +#' using \code{\link{Sys.Date}}. +#' +#' @param start_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the first sample to be included. Default value is \code{217}, +#' corresponding to \code{1995-01-01}. +#' +#' @param confidence_level \code{numeric} confidence level used in +#' summarizing model output. Must be between \code{0} and \code{1}. +#' +#' @param controls_model Additional controls for models not in the prefab +#' set. \cr +#' A \code{list} of a single model's script-writing controls or a +#' \code{list} of \code{list}s, each of which is a single model's +#' script-writing controls. \cr +#' Presently, each model's script writing controls +#' should include three elements: \code{name} (a \code{character} value of +#' the model name), \code{covariates} (a \code{logical} indicator of if the +#' model needs covariates), and \code{lag} (an \code{integer}-conformable +#' value of the lag to use with the covariates or \code{NA} if +#' \code{covariates = FALSE}). \cr +#' If only a single model is added, the name of +#' the model from the element \code{name} will be used to name the model's +#' \code{list} in the larger \code{list}. If multiple models are added, each +#' element \code{list} must be named according to the model and the +#' \code{name} element. \cr +#' +#' @param controls_rodents Control \code{list} or \code{list} of \code{list}s +#' (from \code{\link{rodents_controls}}) specifying the structuring of the +#' rodents tables. See \code{\link{rodents_controls}} for details. +#' +#' @param control_climate_dl \code{list} of specifications for the download, +#' which are sent to \code{\link{NMME_urls}} to create the specific URLs. See +#' \code{\link{climate_dl_control}}. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @param downloads \code{list} of arguments to pass to \code{\link{download}} +#' for raw file downloading. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param verbose \code{logical} indicator of whether or not to print out +#' all of the information or not (and thus just the tidy messages). +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return All \code{fill_} functions return \code{NULL}. +#' +#' @examples +#' \donttest{ +#' create_dir() +#' fill_dir() +#' fill_raw() +#' fill_casts() +#' fill_models() +#' fill_data() +#' } +#' +#' @name fill_directory +#' +NULL + +#' @rdname fill_directory +#' +#' @export +#' +fill_dir <- function(main = ".", models = prefab_models(), + end_moon = NULL, start_moon = 217, + lead_time = 12, confidence_level = 0.95, + cast_date = Sys.Date(), controls_model = NULL, + controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = zenodo_downloads(c("1215988", "833438")), + quiet = FALSE, verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks) + messageq("Filling directory with standard content", quiet) + fill_raw(main = main, downloads = downloads, quiet = quiet, + control_files = control_files, arg_checks = arg_checks) + fill_casts(main = main, quiet = quiet, verbose = verbose, + control_files = control_files, arg_checks = arg_checks) + fill_models(main = main, models = models, controls_model = controls_model, + quiet = quiet, verbose = verbose, control_files = control_files, + arg_checks = arg_checks) + fill_data(main = main, models = models, + end_moon = end_moon, lead_time = lead_time, + cast_date = cast_date, start_moon = start_moon, + confidence_level = confidence_level, + controls_rodents = controls_rodents, + controls_model = controls_model, + control_climate_dl = control_climate_dl, + downloads = downloads, control_files = control_files, + quiet = quiet, verbose = verbose, arg_checks = arg_checks) +} + + + +#' @rdname fill_directory +#' +#' @export +#' +fill_data <- function(main = ".", models = prefab_models(), + end_moon = NULL,start_moon = 217, lead_time = 12, + confidence_level = 0.95, cast_date = Sys.Date(), + controls_model = NULL, + controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = zenodo_downloads(c("1215988", "833438")), + quiet = FALSE, verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + + min_lag <- extract_min_lag(models = models, + controls_model = controls_model, + quiet = quiet, arg_checks = arg_checks) + data_sets <- extract_data_sets(models = models, + controls_model = controls_model, + quiet = quiet, arg_checks = arg_checks) + + raw_data_present <- verify_raw_data(main = main, + raw_data = control_files$raw_data, + arg_checks = arg_checks) + if(!raw_data_present){ + fill_raw(main = main, downloads = downloads, quiet = quiet, + control_files = control_files, arg_checks = arg_checks) + } + messageq(" -Adding data files to data subdirectory", quiet) + data_m <- prep_moons(main = main, lead_time = lead_time, + cast_date = cast_date, + quiet = quiet, verbose = verbose, + control_files = control_files, + arg_checks = arg_checks) + data_r <- prep_rodents(main = main, moons = data_m, + data_sets = data_sets, end_moon = end_moon, + start_moon = start_moon, + controls_rodents = controls_rodents, + quiet = quiet, verbose = verbose, + control_files = control_files, + arg_checks = arg_checks) + data_c <- prep_covariates(main = main, moons = data_m, end_moon = end_moon, + lead_time = lead_time, min_lag = min_lag, + cast_date = cast_date, + control_climate_dl = control_climate_dl, + quiet = quiet, control_files = control_files, + arg_checks = arg_checks) + prep_metadata(main = main, models = models, + data_sets = data_sets, moons = data_m, + rodents = data_r, covariates = data_c, end_moon = end_moon, + lead_time = lead_time, min_lag = min_lag, + cast_date = cast_date, start_moon = start_moon, + confidence_level = confidence_level, + controls_model = controls_model, + controls_rodents = controls_rodents, quiet = quiet, + control_files = control_files, arg_checks = arg_checks) + + invisible(NULL) +} + +#' @rdname fill_directory +#' +#' @export +#' +fill_models <- function(main = ".", models = prefab_models(), + controls_model = NULL, + control_files = files_control(), quiet = FALSE, + verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + return_if_null(models) + controls_model <- model_controls(models = models, + controls_model = controls_model, + quiet = quiet, arg_checks = arg_checks) + messageq(" -Writing model scripts", quiet) + nmodels <- length(models) + for(i in 1:nmodels){ + write_model(main = main, quiet = quiet, verbose = verbose, + control_files = control_files, + control_model = controls_model[[models[i]]], + arg_checks = arg_checks) + } + invisible(NULL) +} + +#' @rdname fill_directory +#' +#' @export +#' +fill_casts <- function(main = ".", control_files = files_control(), + quiet = FALSE, verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + directory <- control_files$directory + messageq(" -Filling casts folder with files from archive", quiet) + path_casts <- paste0(directory, "/casts") + archive <- file_path(main = main, sub = "raw", files = path_casts, + arg_checks = arg_checks) + arch_files <- list.files(archive, full.names = TRUE) + if(length(arch_files) == 0){ + path_casts <- paste0(directory, "/predictions") + archive <- file_path(main = main, sub = "raw", files = path_casts, + arg_checks = arg_checks) + arch_files <- list.files(archive, full.names = TRUE) + } + arch_files_local <- paste0(path_casts, arch_files) + casts_folder <- casts_path(main = main, arg_checks = arg_checks) + fc <- file.copy(arch_files, casts_folder, control_files$overwrite) + casts_meta <- read_casts_metadata(main = main, quiet = quiet, + arg_checks = arg_checks) + fill_casts_message(files = arch_files, movedTF = fc, quiet = !verbose, + verbose = verbose, arg_checks = arg_checks) + invisible(NULL) +} + +#' @rdname fill_directory +#' +#' @export +#' +fill_raw <- function(main = ".", + downloads = zenodo_downloads(c("1215988", "833438")), + control_files = files_control(), quiet = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + return_if_null(downloads) + if(list_depth(downloads) == 1){ + downloads <- list(downloads) + } + messageq(" -Downloading raw files", quiet) + ndl <- length(downloads) + dl_vers <- rep(NA, ndl) + for(i in 1:ndl){ + downloads[[i]]$cleanup <- ifnull(downloads[[i]]$cleanup, + control_files$cleanup) + downloads[[i]]$main <- ifnull(downloads[[i]]$main, main) + downloads[[i]]$quiet <- ifnull(downloads[[i]]$quiet, quiet) + downloads[[i]]$sub <- "raw" + dl_vers[i] <- do.call(download, downloads[[i]]) + } + update_directory_config(main = main, downloads_versions = dl_vers, + quiet = quiet, arg_checks = arg_checks) + invisible(NULL) +} diff --git a/R/forecast_covariates.R b/R/forecast_covariates.R deleted file mode 100644 index c1d5966b5..000000000 --- a/R/forecast_covariates.R +++ /dev/null @@ -1,331 +0,0 @@ -#' @title Forecast covariates for forecasting or hindcasting -#' -#' @description \code{forecast_covariates}: Forecast covariates (NDVI and -#' weather) based on the forecast type (\code{"forecast"} or -#' \code{"hindcast"}) as indicated by \code{options_covariates$cast_type}. -#' -#' @param covariates Class-\code{covariates} \code{data.frame} of -#' historical covariate data generated by -#' \code{\link{prep_hist_covariates}}. -#' -#' @param moons Class-\code{moons} \code{data.frame} containing the historic -#' and future newmoons, as produced by \code{\link{prep_moons}}. For input -#' into \code{forecast_weather} and \code{forecast_ndvi}, \code{moons} -#' should be trimmed by \code{\link{trim_moons_fcast}}. -#' -#' @param options_covariates Class-\code{covariates_options} list of -#' options for the covariate data. See \code{\link{covariates_options}}. -#' -#' @return \code{forecast_covariates}: \code{data.frame} with needed -#' forecasted covariates. -#' -#' @export -#' -forecast_covariates <- function(covariates, moons, - options_covariates = covariates_options()){ - check_args() - if (options_covariates$cast_type == "forecasts"){ - moons <- trim_moons_fcast(moons, options_covariates) - weather_f <- forecast_weather(moons, options_covariates) - ndvi_f <- forecast_ndvi(covariates, moons, options_covariates) - fcast <- right_join(weather_f, ndvi_f, by = "newmoonnumber") - forecast_newmoon <- max(moons$newmoonnumber) - out <- round(data.frame(forecast_newmoon, fcast), 3) - } - if (options_covariates$cast_type == "hindcasts"){ - end_step <- options_covariates$end[options_covariates$hind_step] - pth <- file_paths(options_covariates$tree, "data/covariate_forecasts.csv") - hist_fcast <- read.csv(pth, stringsAsFactors = FALSE) - nmin <- hist_fcast$newmoonnumber %in% options_covariates$fcast_nms - esin <- hist_fcast$forecast_newmoon %in% end_step - out <- select(hist_fcast[which(nmin & esin), ], -date_made) - } - classy(out, c(options_covariates$class, "data.frame")) -} - -#' @rdname forecast_covariates -#' -#' @description \code{forecast_ndvi}: Wraps around -#' \code{\link[portalr]{fcast_ndvi}} to forecast specific NDVI values -#' as requested by a portalcasting directory based on existing NDVI values -#' (from \code{covariates}) and \code{moons} data, and controlled by -#' \code{options_covariates} (see \code{\link{covariates_options}}). -#' -#' @return \code{forecast_ndvi}: \code{data.frame} of needed forecasted NDVI -#' values. -#' -#' @export -#' -forecast_ndvi <- function(covariates, moons, options_covariates){ - check_args() - ndvi_data <- select(covariates, c("newmoonnumber", "ndvi")) - ndvi_lead <- options_covariates$nfcnm - options_covariates$min_lag - fcast_ndvi(ndvi_data, "newmoon", lead = ndvi_lead, moons) -} - -#' @rdname forecast_covariates -#' -#' @description \code{forecast_weather}: Wraps around -#' \code{\link{get_climate_forecasts}} to forecast weather covariates -#' (min, max, and mean of temperatures and total precipitation for each -#' newmoon) as requested by a portalcasting directory and controlled through -#' \code{options_covariates} (see \code{\link{covariates_options}}). -#' -#' @return \code{forecast_weather}: \code{data.frame} of needed forecasted -#' temperature and precipitation values. -#' -#' @export -#' -forecast_weather <- function(moons = prep_moons(), - options_covariates = covariates_options()){ - check_args() - mpath <- main_path(options_covariates$tree) - dayweather <- weather("daily", fill = TRUE, mpath) - yrs <- dayweather$year - mns <- dayweather$month - dys <- dayweather$day - dayweather$date <- as.Date(paste(yrs, mns, dys, sep = "-")) - - newmoon_number <- moons$newmoonnumber[-1] - newmoon_start <- as.Date(moons$newmoondate[-nrow(moons)]) - newmoon_end <- as.Date(moons$newmoondate[-1]) - newmoon_match_number <- NULL - newmoon_match_date <- NULL - - for (i in seq(newmoon_number)) { - temp_dates <- seq.Date(newmoon_start[i] + 1, newmoon_end[i], 1) - temp_dates <- as.character(temp_dates) - temp_numbers <- rep(newmoon_number[i], length(temp_dates)) - newmoon_match_date <- c(newmoon_match_date, temp_dates) - newmoon_match_number <- c(newmoon_match_number, temp_numbers) - } - newmoon_match_date <- as.Date(newmoon_match_date) - matches <- match(dayweather$date, newmoon_match_date) - dayweather$newmoonnumber <- newmoon_match_number[matches] - newweather <- dayweather %>% - group_by(newmoonnumber) %>% - summarize(date = max(date, na.rm = TRUE), - mintemp = min(mintemp, na.rm = TRUE), - maxtemp = max(maxtemp, na.rm = TRUE), - meantemp = mean(meantemp, na.rm = TRUE), - precipitation = sum(precipitation, na.rm = TRUE), - locally_measured = all(locally_measured), - battery_low = all(battery_low, na.rm = TRUE)) %>% - arrange(newmoonnumber) %>% - select(newmoonnumber, date, mintemp, maxtemp, meantemp, - precipitation, locally_measured, battery_low) %>% - mutate(battery_low = ifelse(date < "2003-01-01", - NA, battery_low)) %>% - select(-c(.data$locally_measured, .data$battery_low)) %>% - mutate(year = as.numeric(format(date, "%Y"))) %>% - filter(year >= options_covariates$start - 5) - incompletes <- which(is.na(newweather$newmoonnumber)) - if (length(incompletes) > 0) { - newweather <- newweather[-incompletes, ] - } - fcasts <- get_climate_forecasts(moons, options_covariates) - tail(newweather, options_covariates$min_lag) %>% - select(-year, -date) %>% - bind_rows(fcasts) -} - - -#' @title Trim the moons table for covariate forecasting -#' -#' @description Covariate forecasting requires a moons data table that is -#' trimmed to the moons of interest only. -#' -#' @param moons Class-\code{moons} type of a \code{data.frame} containing the -#' moons and date data. See \code{\link{prep_moons}}. -#' -#' @param options_covariates Class-\code{covariates_options} options -#' \code{list}. See \code{\link{covariates_options}}. -#' -#' @return A trimmed \code{moons} \code{data.frame}. -#' -#' @export -#' -trim_moons_fcast <- function(moons, options_covariates){ - check_args() - moons <- moons[, c("newmoonnumber", "newmoondate", "period", "censusdate")] - fc_nms <- moons - addl_fcast <- which(moons$newmoonnumber %in% options_covariates$fcast_nms) - if (length(addl_fcast) > 0){ - fc_nms <- fc_nms[-addl_fcast, ] - } - fc_nms -} - -#' @title Download downscaled weather forecasts for Portal -#' -#' @description Lunar cycle-based climate forecasts obtained from -#' \href{https://bit.ly/2tCP8NX}{Northwest Knowledge -#' Network (NKN) at the University of Idaho} -#' and downscaled to Portal, AZ (31.9555, -109.0744). The downscaled -#' forecasts are based on the -#' \href{http://www.cpc.ncep.noaa.gov/products/NMME/}{North American -#' Multi-Model Ensemble}, and specifically the ENSMEAN (ensemble mean) -#' model. -#' -#' @param moons Class-\code{moons} type of a \code{data.frame} containing the -#' moons and date data. See \code{\link{prep_moons}}. -#' -#' @param options_covariates Class-\code{covariates_options} options -#' \code{list}. See \code{\link{covariates_options}}. -#' -#' @return Class-\code{climate_forecast} \code{data.frame} with columns -#' of \code{newmoonnumber}, \code{mintemp}, \code{maxtemp}, \code{meantemp}, -#' and \code{precipitation}. Temperatures are in C, precipitation is in mm. -#' -#' @export -#' -get_climate_forecasts <- function(moons = prep_moons(), - options_covariates = covariates_options()){ - check_args() - lead_time <- options_covariates$lead_time - options_covariates$min_lag - - if(!lead_time %in% 1:7){ - stop(paste0("Lead time must be an integer 1 - 7, got: ", lead_time)) - } - - climate_model <- "ENSMEAN" - lat <- 31.9555 - lon <- -109.0744 - - last_moon <- tail(moons, 1) - last_moon$newmoondate <- as.Date(as.character(last_moon$newmoondate)) - future_moons <- get_future_moons(moons, num_future_moons = lead_time) - start_time <- as.character(as.Date(last_moon$newmoondate) + 1) - end_time <- future_moons$newmoondate[lead_time] - days_for_forecast <- seq.Date(as.Date(start_time), as.Date(end_time), 1) - daily_forecasts <- data.frame(date = days_for_forecast) - start_time <- paste0(start_time, "T00%3A00%3A00Z") - end_time <- paste0(end_time, "T00%3A00%3A00Z") - - base_url_1 <- "https://tds-proxy.nkn.uidaho.edu/thredds/ncss/" - base_url_2 <- "NWCSC_INTEGRATED_SCENARIOS_ALL_CLIMATE/bcsd-nmme/" - base_url_3 <- "dailyForecasts/bcsd_nmme_metdata_" - base_url <- paste(base_url_1, base_url_2, base_url_3, sep = "") - type_urls <- c("tasmin", "tasmean", "tasmax", "pr") - full_urls <- paste0(base_url, climate_model, "_forecast_", type_urls, - "_daily.nc?var=", type_urls, "&latitude=", lat, - "&longitude=", lon, "&time_start=", start_time, - "&time_end=", end_time, "&accept=csv") - raw_download <- getURL(full_urls) - df1 <- read.table(sep = ",", skip = 1, text = raw_download[1]) - df2 <- read.table(sep = ",", skip = 1, text = raw_download[2]) - df3 <- read.table(sep = ",", skip = 1, text = raw_download[3]) - df4 <- read.table(sep = ",", skip = 1, text = raw_download[4]) - colnames(df1) <- c("date", "lat", "lon", "mintemp") - colnames(df2) <- c("date", "lat", "lon", "meantemp") - colnames(df3) <- c("date", "lat", "lon", "maxtemp") - colnames(df4) <- c("date", "lat", "lon", "precipitation") - df1$mintemp[df1$mintemp == -9999] <- NA - df2$meantemp[df2$meantemp == -9999] <- NA - df3$maxtemp[df3$maxtemp == -9999] <- NA - df4$precipitation[which(df4$precipitation < 0)] <- 0 - df <- df1 %>% - right_join(df2, by = c("date", "lat", "lon")) %>% - right_join(df3, by = c("date", "lat", "lon")) %>% - right_join(df4, by = c("date", "lat", "lon")) %>% - mutate(date = as_date(date)) %>% - select(-lat, -lon) %>% - mutate(mintemp = (mintemp - 32) * 5 / 9) %>% - mutate(maxtemp = (maxtemp - 32) * 5 / 9) %>% - mutate(meantemp = (meantemp - 32) * 5 / 9) %>% - mutate(precipitation = precipitation * 25.4) - - daily_fcast <- full_join(daily_forecasts, df, by = "date") - - hist_path <- main_path(options_covariates$tree) - historic <- weather("daily", fill = TRUE, path = hist_path) - datechar <- paste(historic$year, historic$month, historic$day, sep = "-") - historic$date <- as.Date(datechar) - - avail_historic <- which(daily_forecasts$date %in% historic$date) - n_avail_historic <- length(avail_historic) - - if(n_avail_historic > 0){ - dates_avail <- daily_fcast$date[avail_historic] - in_hist <- which(historic$date %in% dates_avail) - in_fcast <- which(daily_fcast$date %in% dates_avail) - daily_fcast$mintemp[in_fcast] <- historic$mintemp[in_hist] - daily_fcast$meantemp[in_fcast] <- historic$meantemp[in_hist] - daily_fcast$maxtemp[in_fcast] <- historic$maxtemp[in_hist] - daily_fcast$precipitation[in_fcast] <- historic$precipitation[in_hist] - } - - temp_moons <- rbind(last_moon, future_moons) - newmoon_number <- temp_moons$newmoonnumber[-1] - newmoon_start <- temp_moons$newmoondate[-(1 + lead_time)] - newmoon_end <- temp_moons$newmoondate[-1] - newmoon_match_number <- NULL - newmoon_match_date <- NULL - for(i in 1:lead_time){ - date_seq <- seq.Date(newmoon_start[i] + 1, newmoon_end[i], 1) - if (date_seq[length(date_seq)] != newmoon_end[i]){ - date_seq <- c(date_seq, newmoon_end[i]) - } - temp_dates <- as.character(date_seq) - temp_numbers <- rep(newmoon_number[i], length(temp_dates)) - newmoon_match_date <- c(newmoon_match_date, temp_dates) - newmoon_match_number <- c(newmoon_match_number, temp_numbers) - } - newmoon_match_date <- as.Date(newmoon_match_date) - which_match <- match(daily_forecasts$date, newmoon_match_date) - daily_fcast$newmoonnumber <- newmoon_match_number[which_match] - - daily_fcast %>% - group_by(newmoonnumber) %>% - summarize(mintemp = min(mintemp, na.rm = T), - maxtemp = max(maxtemp, na.rm = T), - meantemp = mean(meantemp, na.rm = T), - precipitation = sum(precipitation, na.rm = T)) %>% - classy(c("climate_forecast", "data.frame", "tbl_df", "tbl")) - -} - -#' @title Append a covariate forecast to existing covariate forecasts -#' -#' @description Add the newest weather and NDVI forecasts to the existing -#' forecasts data file, for use in future hindcasting. -#' -#' @param new_forecast_covariates Class-\code{covariates} \code{data.frame} of -#' forecasted covariate data generated by -#' \code{\link{forecast_covariates}}. -#' -#' @param options_covariates Class-\code{covariates_options} options -#' \code{list}. See \code{\link{covariates_options}}. -#' -#' @return \code{new_forecast_covariates} exactly as input. -#' -#' @export -#' -append_cov_fcast_csv <- function(new_forecast_covariates, - options_covariates = covariates_options()){ - check_args() - if (!options_covariates$append_fcast_csv){ - return(new_forecast_covariates) - } - if (options_covariates$cast_type == "hindcast"){ - return(new_forecast_covariates) - } - - covar_new <- new_forecast_covariates - covar_new$source <- options_covariates$source_name - date_made <- today(time = TRUE) - tz <- format(date_made, "%Z") - covar_new$date_made <- paste0(date_made, " ", tz) - - fname <- paste0("data/", options_covariates$hist_fcast_file) - hist_file <- file_paths(options_covariates$tree, fname) - - if (file.exists(hist_file)){ - covar_hist <- read.csv(hist_file, stringsAsFactors = FALSE) - out <- rbind(covar_hist, covar_new) - } else{ - out <- covar_new - } - write.csv(out, hist_file, row.names = FALSE) - new_forecast_covariates -} diff --git a/R/messaging.R b/R/messaging.R new file mode 100644 index 000000000..4f0564ab2 --- /dev/null +++ b/R/messaging.R @@ -0,0 +1,189 @@ +#' @title Optionally generate a message based on a logical input +#' +#' @description Given the input to \code{quiet}, generate the message(s) +#' in \code{msg} or not. +#' +#' @param msg \code{character} vector of the message(s) to generate or +#' \code{NULL}. If more than one element is contained in \code{msg}, they +#' are concatenated with a newline between. +#' +#' @param quiet \code{logical} indicator controlling if the message is +#' generated. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. +#' +#' @return A message is given, and \code{NULL} returned. +#' +#' @examples +#' messageq("Hello world", FALSE) +#' messageq("Hello world", TRUE) +#' +#' @export +#' +messageq <- function(msg = NULL, quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks) + if (!quiet){ + msg2 <- paste(msg, collapse = "\n") + message(msg2) + } + invisible(NULL) +} + + +#' @title Create the final message for filling casts +#' +#' @description Create the final message to be used in +#' \code{\link{fill_casts}} that relays the number, and optionally the +#' specific names, of the files moved. +#' +#' @param files \code{character} vector of the base file names of the files +#' that may or may not have been moved. +#' +#' @param movedTF \code{logical} vector indicating if each of the files in +#' \code{files} has been moved or not. +#' +#' @param verbose \code{logical} indicator of whether or not to print out +#' all of the files and whether they were moved or not. +#' +#' @param quiet \code{logical} indicator if messages should be quieted. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return A message is given, and \code{NULL} returned. +#' +#' @examples +#' fill_casts_message("xx.csv", TRUE) +#' fill_casts_message(c("xx.csv", "yy.R"), c(TRUE, FALSE), +#' verbose = TRUE) +#' +#' @export +#' +fill_casts_message <- function(files = NULL, movedTF = NULL, quiet = FALSE, + verbose = FALSE, arg_checks = TRUE){ + + check_args(arg_checks = arg_checks) + return_if_null(files) + moved <- basename(files[movedTF]) + not_moved <- basename(files[!movedTF]) + n_moved <- length(moved) + n_not_moved <- length(not_moved) + msg1 <- NULL + msg2 <- NULL + if(n_moved > 0){ + msg1 <- c(msg1, "moved:", moved) + msg2 <- paste0(msg2, n_moved, " casts files moved") + } + if(n_not_moved > 0){ + msg1 <- c(msg1, "not moved: ", not_moved) + if(n_moved > 0){ + msg2 <- paste(msg2, ", ") + } + msg2 <- paste0(msg2, n_moved, " casts files not moved") + } + if(!verbose){ + msg1 <- NULL + } + + msg <- c(msg1, paste0(" **", msg2, "**")) + messageq(msg, quiet) + invisible(NULL) +} + + +#' @title Directory welcome and model completion messages +#' +#' @description Messaging functions for top-level message output. +#' \code{portalcast_welcome} creates a welcome message for the directory +#' based on the package version and directory type. \cr \cr +#' \code{portalcast_goodbye} creates a goodbye message for when models are +#' done. \cr \cr +#' \code{sandbox_welcome} creates a welcome message for sandbox users, +#' displayed upon completion of \code{\link{setup_sandbox}}. \cr \cr +#' +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param quiet \code{logical} indicator if message should be quieted. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{NULL}, as message is printed. +#' +#' @examples +#' portalcast_welcome() +#' portalcast_goodbye() +#' sandbox_welcome() +#' +#' @name portalcast_messages +#' +#' +NULL + +#' @rdname portalcast_messages +#' +#' @export +#' +portalcast_welcome <- function(quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks) + msg1 <- "---------------------------------------------------------" + version_number <- packageDescription("portalcasting", fields = "Version") + msg2 <- paste0("This is portalcasting v", version_number) + messageq(c(msg1, msg2, msg1), quiet) +} + +#' @rdname portalcast_messages +#' +#' @export +#' +portalcast_goodbye <- function(quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks) + msg1 <- "---------------------------------------------------------" + messageq(c(msg1, "Models done", msg1), quiet) +} + + +#' @rdname portalcast_messages +#' +#' @export +#' +sandbox_welcome <-function(main = ".", quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks) + +main <- main_path(main) +castle <- " + ____ + /\\ / -- ) + / \\ (____/ + /| |\\ / / + /_|__|_\\ / / + | | / / + __ __ | | __ __ / / +[ ]__[ ]. .[ ]__[ ] / / +|__ ____ __| ____ / /__ + | .| |. | / .------ ) + | | | | / / / / + | | | | / / / / +~~~~~~~~~~~~~~~~~~~~~~~~~~------------~~~~~~~~~~~~~~ +" +succ <- "sanbox directory successfully set up at \n " +happy <- "\nHappy portalcasting!" +msg <- paste0(castle, succ, main, happy) + + messageq(msg, quiet) +} + + diff --git a/R/model_options.R b/R/model_options.R deleted file mode 100644 index 73123517b..000000000 --- a/R/model_options.R +++ /dev/null @@ -1,123 +0,0 @@ -#' @title Prepare options for a portalcasting model -#' -#' @description Suite of functions used to generate model-writing options -#' lists: \cr \cr \code{model_options} is a basic template that provides -#' validation of all of the inputs (specific models' functions can thus just -#' wrap around this generalized function). Not to be confused with -#' \code{\link{models_options}}, which creates the options list for the -#' \code{models} subdirectory. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @param model \code{character} value of the name of the model. -#' -#' @param mod_covariates \code{logical} indicator for if the model requires -#' covariates. -#' -#' @param lag \code{integer} (or integer \code{numeric}) lag time used for the -#' covariates or \code{NULL} if \code{covariates} is \code{FALSE}. -#' -#' @param quiet \code{logical} indicator controlling if messages are printed. -#' -#' @return \code{model_options}: a class-\code{model_options} \code{list} of -#' options used to set up a general model script. -#' -#' @export -#' -model_options <- function(tree = dirtree(), model = "AutoArima", - mod_covariates = FALSE, lag = NULL, quiet = FALSE){ - - check_args() - list(model = model, mod_covariates = mod_covariates, lag = lag, - quiet = quiet, tree = tree) %>% - classy(c("model_options", "list")) -} - -#' @rdname model_options -#' -#' @description \code{AutoArima_options} creates a \code{model_options} -#' \code{list} of control options for the model script controlling the -#' \code{\link{AutoArima}} model. -#' -#' @return \code{AutoArima_options}: a \code{model_options} \code{list} of -#' settings controlling the \code{\link{AutoArima}} model creation. -#' -#' @export -#' -AutoArima_options <- function(tree = dirtree(), model = "AutoArima", - mod_covariates = FALSE, lag = NULL, - quiet = FALSE){ - model_options(tree = tree, model = model, mod_covariates = mod_covariates, - lag = lag, quiet = quiet) -} - -#' @rdname model_options -#' -#' @description \code{ESSS_options} creates a \code{model_options} -#' \code{list} of control options for the model script controlling the -#' \code{\link{ESSS}} model. -#' -#' @return \code{ESSS_options}: a \code{model_options} \code{list} of -#' settings controlling the \code{\link{ESSS}} model creation. -#' -#' @export -#' -ESSS_options <- function(tree = dirtree(), model = "ESSS", - mod_covariates = FALSE, lag = NULL, quiet = FALSE){ - model_options(tree = tree, model = model, mod_covariates = mod_covariates, - lag = lag, quiet = quiet) -} - -#' @rdname model_options -#' -#' @description \code{nbGARCH_options} creates a \code{model_options} -#' \code{list} of control options for the model script controlling the -#' \code{\link{nbGARCH}} model. -#' -#' @return \code{nbGARCH_options}: a \code{model_options} \code{list} of -#' settings controlling the \code{\link{nbGARCH}} model creation. -#' -#' @export -#' -nbGARCH_options <- function(tree = dirtree(), model = "nbGARCH", - mod_covariates = FALSE, lag = NULL, - quiet = FALSE){ - model_options(tree = tree, model = model, mod_covariates = mod_covariates, - lag = lag, quiet = quiet) -} - -#' @rdname model_options -#' -#' @description \code{pevGARCH_options} creates a \code{model_options} -#' \code{list} of control options for the model script controlling the -#' \code{\link{pevGARCH}} model. -#' -#' @return \code{pevGARCH_options}: a \code{model_options} \code{list} of -#' settings controlling the \code{\link{pevGARCH}} model creation. -#' -#' @export -#' -pevGARCH_options <- function(tree = dirtree(), model = "pevGARCH", - mod_covariates = TRUE, lag = 6, quiet = FALSE){ - model_options(tree = tree, model = model, mod_covariates = mod_covariates, - lag = lag, quiet = quiet) -} - -#' @rdname model_options -#' -#' @description \code{nbsGARCH_options} creates a \code{model_options} -#' \code{list} of control options for the model script controlling the -#' \code{\link{nbsGARCH}} model. -#' -#' @return \code{nbsGARCH_options}: a \code{model_options} \code{list} of -#' settings controlling the \code{\link{nbsGARCH}} model creation. -#' -#' @export -#' -nbsGARCH_options <- function(tree = dirtree(), model = "nbsGARCH", - mod_covariates = FALSE, lag = NULL, - quiet = FALSE){ - model_options(tree = tree, model = model, mod_covariates = mod_covariates, - lag = lag, quiet = quiet) -} \ No newline at end of file diff --git a/R/nbGARCH.R b/R/nbGARCH.R deleted file mode 100644 index cc8c83818..000000000 --- a/R/nbGARCH.R +++ /dev/null @@ -1,102 +0,0 @@ -#' @title negative binomial Generalized AutoRegressive Conditional -#' Heteroscedasticity model for Portal Predictions -#' -#' @description Fit an nbGARCH model in the portalcasting pipeline. -#' -#' @details Model "nbGARCH" is a generalized autoregresive conditional -#' heteroscedasticity model with overdispersion (\emph{i.e.}, a negative -#' binomial response variable) fit to the data using -#' \code{\link[tscount]{tsglm}} in the -#' \href{http://tscount.r-forge.r-project.org/}{\code{tscount} package} -#' (Liboschik \emph{et al}. 2017). -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @param level \code{character} value name of the type of plots included -#' (\code{"All"} or \code{"Controls"}). -#' -#' @param quiet \code{logical} value indicating if the function should be -#' quiet. -#' -#' @return \code{list} of [1] \code{"forecast"} (the forecasted abundances) -#' and [2] \code{"all_model_aic"} (the model AIC values). -#' -#' @references -#' Liboschik T., Fokianos K., and Fried R. 2017. tscount: An R Package for -#' Analysis of Count Time Series Following Generalized Linear Models. -#' \emph{Journal of Statistical Software} \strong{82}:5, 1-51. -#' \href{http://doi.org/10.18637/jss.v082.i05}{URL}. -#' -#' @export -#' -nbGARCH <- function(tree = dirtree(), level = "All", quiet = FALSE){ - check_args() - messageq(paste0("### Fitting nbGARCH model for ", level, " ###"), quiet) - abundances <- read_data(tree, tolower(level)) - metadata <- read_metadata(tree) - - nfcnm <- length(metadata$rodent_forecast_newmoons) - CL <- metadata$confidence_level - abundances <- interpolate_abundance(abundances) - species <- colnames(abundances)[-which(colnames(abundances) == "moons")] - fcast <- data.frame() - aic <- data.frame() - - for (s in species){ - - ss <- gsub("NA.", "NA", s) - messageq(paste0("Fitting nbGARCH model for ", ss), quiet) - - abund_s <- extract2(abundances, s) - past <- list(past_obs = 1, past_mean = 12) - if (sum(abund_s) == 0){ - model_fcast <- fcast0(nfcnm) - model_aic <- 1e6 - } else{ - model <- tryCatch( - tsglm(abund_s, model = past, distr = "nbinom", link = "log"), - warning = function(x){NULL}, error = function(x){NULL}) - if(is.null(model) || AIC(model) == Inf){ - model <- tryCatch( - tsglm(abund_s, model = past, - distr = "poisson", link = "log"), - warning = function(x){NULL}, error = function(x){NULL}) - } - if(is.null(model) || AIC(model) == Inf){ - model_fcast <- fcast0(nfcnm) - model_aic <- 1e6 - } else { - model_fcast <- predict(model, nfcnm, level = CL) - model_aic <- AIC(model) - } - } - - estimate <- as.numeric(model_fcast$pred) - LowerPI <- as.numeric(model_fcast$interval[ , 1]) - UpperPI <- as.numeric(model_fcast$interval[ , 2]) - - fcast_s <- data.frame(date = metadata$forecast_date, - forecastmonth = metadata$rodent_forecast_months, - forecastyear = metadata$rodent_forecast_years, - newmoonnumber = metadata$rodent_forecast_newmoons, - currency = "abundance", model = "nbGARCH", level = level, - species = ss, estimate = estimate, LowerPI = LowerPI, - UpperPI = UpperPI, fit_start_newmoon = min(abundances$moons), - fit_end_newmoon = max(abundances$moons), - initial_newmoon = max(abundances$moons), - stringsAsFactors = FALSE) - - aic_s <- data.frame(date = metadata$forecast_date, currency = "abundance", - model = "nbGARCH", level = level, species = ss, - aic = model_aic, fit_start_newmoon = min(abundances$moons), - fit_end_newmoon = max(abundances$moons), - initial_newmoon = max(abundances$moons), - stringsAsFactors = FALSE) - - fcast <- rbind(fcast, fcast_s) - aic <- rbind(aic, aic_s) - } - output <- list("forecast" = fcast, "aic" = aic) - return(output) -} diff --git a/R/nbsGARCH.R b/R/nbsGARCH.R deleted file mode 100644 index 2cd2471c4..000000000 --- a/R/nbsGARCH.R +++ /dev/null @@ -1,122 +0,0 @@ -#' @title negative binomial seasonal Generalized AutoRegressive Conditional -#' Heteroscedasticity model for Portal Predictions -#' -#' @description Fit an nbsGARCH model in the portalcasting pipeline. -#' -#' @details Model "nbsGARCH" is a seasonal generalized autoregresive -#' conditional heteroscedasticity model with overdispersion -#' (\emph{i.e.}, a negative binomial response variable) fit to the data -#' using \code{\link[tscount]{tsglm}} in the -#' \href{http://tscount.r-forge.r-project.org/}{\code{tscount} package} -#' (Liboschik \emph{et al}. 2017). Seasonal dynamics are modeled using -#' a two-term Fourier transformation. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @param level \code{character} value name of the type of plots included -#' (\code{"All"} or \code{"Controls"}). -#' -#' @param quiet \code{logical} value indicating if the function should be -#' quiet. -#' -#' @return \code{list} of [1] \code{"forecast"} (the forecasted abundances) -#' and [2] \code{"all_model_aic"} (the model AIC values). -#' -#' @references -#' Liboschik T., Fokianos K., and Fried R. 2017. tscount: An R Package for -#' Analysis of Count Time Series Following Generalized Linear Models. -#' \emph{Journal of Statistical Software} \strong{82}:5, 1-51. -#' \href{http://doi.org/10.18637/jss.v082.i05}{URL}. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' nbsGARCH() -#' } -#' -#' @export -#' -nbsGARCH <- function(tree = dirtree(), level = "All", quiet = FALSE){ - check_args() - messageq(paste0("### Fitting nbsGARCH model for ", level, " ###"), quiet) - abundances <- read_data(tree, tolower(level)) - metadata <- read_metadata(tree) - moons <- read_moons(tree) - moon_foys <- foy(moons$newmoondate) - sin2pifoy <- sin(2 * pi * moon_foys) - cos2pifoy <- cos(2 * pi * moon_foys) - fouriers <- data.frame(sin2pifoy, cos2pifoy) - fcnm <- metadata$rodent_forecast_newmoons - nfcnm <- length(metadata$rodent_forecast_newmoons) - CL <- metadata$confidence_level - abundances <- interpolate_abundance(abundances) - species <- colnames(abundances)[-which(colnames(abundances) == "moons")] - for_hist <- which(moons$newmoonnumber %in% abundances$moons) - for_fcast <- which(moons$newmoonnumber %in% fcnm) - predictors <- fouriers[for_hist, ] - fcast_predictors <- fouriers[for_fcast, ] - - fcast <- data.frame() - aic <- data.frame() - - for (s in species){ - - ss <- gsub("NA.", "NA", s) - messageq(paste0("Fitting nbsGARCH model for ", ss), quiet) - - abund_s <- extract2(abundances, s) - past <- list(past_obs = 1, past_mean = 12) - if (sum(abund_s) == 0){ - model_fcast <- fcast0(nfcnm) - model_aic <- 1e6 - } else{ - model <- tryCatch( - tsglm(abund_s, model = past, distr = "nbinom", - xreg = predictors, link = "log"), - warning = function(x){NULL}, error = function(x){NULL}) - if(is.null(model) || AIC(model) == Inf){ - model <- tryCatch( - tsglm(abund_s, model = past, distr = "poisson", - xreg = predictors, link = "log"), - warning = function(x){NULL}, error = function(x){NULL}) - } - if(is.null(model) || AIC(model) == Inf){ - model_fcast <- fcast0(nfcnm) - model_aic <- 1e6 - } else { - model_fcast <- predict(model, nfcnm, level = CL, - newxreg = fcast_predictors) - model_aic <- AIC(model) - } - } - - estimate <- as.numeric(model_fcast$pred) - LowerPI <- as.numeric(model_fcast$interval[ , 1]) - UpperPI <- as.numeric(model_fcast$interval[ , 2]) - - fcast_s <- data.frame(date = metadata$forecast_date, - forecastmonth = metadata$rodent_forecast_months, - forecastyear = metadata$rodent_forecast_years, - newmoonnumber = metadata$rodent_forecast_newmoons, - currency = "abundance", model = "nbsGARCH", level = level, - species = ss, estimate = estimate, LowerPI = LowerPI, - UpperPI = UpperPI, fit_start_newmoon = min(abundances$moons), - fit_end_newmoon = max(abundances$moons), - initial_newmoon = max(abundances$moons), - stringsAsFactors = FALSE) - - aic_s <- data.frame(date = metadata$forecast_date, currency = "abundance", - model = "nbsGARCH", level = level, species = ss, - aic = model_aic, fit_start_newmoon = min(abundances$moons), - fit_end_newmoon = max(abundances$moons), - initial_newmoon = max(abundances$moons), - stringsAsFactors = FALSE) - - fcast <- rbind(fcast, fcast_s) - aic <- rbind(aic, aic_s) - } - output <- list("forecast" = fcast, "aic" = aic) - return(output) -} diff --git a/R/options.R b/R/options.R deleted file mode 100644 index 41c8af6f8..000000000 --- a/R/options.R +++ /dev/null @@ -1,585 +0,0 @@ -#' @title Prepare options lists for a portalcasting directory -#' -#' @description Suite of functions used to generate options \code{list}s -#' that control the setup and use of a portalcasting directory: \cr \cr -#' \code{all_options} creates an \code{all_options} \code{list} that is a -#' full hierarchy of portalcasting options \code{list}s: -#' \code{options_dir}, \code{options_PortalData}, \code{options_data}, -#' \code{options_predictions}, \code{options_models}, and -#' \code{options_cast}. -#' -#' @param base \code{character} name of the base folder where the directory -#' should or does exist. Default \code{"."} (working directory). Will be -#' created if it doesn't exist. -#' -#' @param main \code{character} name of the main folder within the base that -#' contains the subdirectories. Default \code{""} (no main level included). -#' -#' @param subs \code{character} vector naming the specific subdirectories -#' within the portalcasting directory tree. Default \code{subdirs()} -#' sets the subdirectories as \code{"predictions"}, -#' \code{"models"}, \code{"PortalData"}, \code{"data"}, and \code{"tmp"}. -#' It is generally not advised to change the subdirectories. -#' -#' @param quiet \code{logical} indicator controlling if messages are -#' generated. -#' -#' @param cast_date \code{Date} from which future is defined, typically -#' today's date (using \code{\link{today}}). -#' -#' @param append_missing_to_raw \code{logical} indicator dictating if the -#' missing moon dates should be appended to the raw data file (should be -#' \code{TRUE} to allow the imported portalr functions to work properly). -#' -#' @param m_save \code{logical} indicator controlling if the moons data should -#' be saved out. -#' -#' @param m_filename \code{character} name of the file for saving moons data. -#' -#' @param tmnt_type Treatment type: \code{"all"} or \code{"controls"}. -#' -#' @param start \code{integer} (or integer \code{numeric}) newmoon number of -#' the first sample to be included. Default value is \code{217}, -#' corresponding to \code{1995-01-01}. -#' -#' @param end \code{integer} (or integer \code{numeric}) newmoon number of the -#' last sample to be included. Default value is \code{NULL}, which equates -#' to the most recently included sample. If \code{cast_type} is -#' \code{"hindcasts"} and \code{end} is \code{NULL}, default becomes -#' \code{490:403}, corresponding to \code{2017-01-01} back to -#' \code{2010-01-01}. -#' -#' @param hind_step \code{integer} (or integer \code{numeric}) iteration -#' parameter used to work across the input values for \code{end}. Default is -#' \code{1}, which is likely all it should be run using. -#' -#' @param drop_spp \code{character}-valued vector of species names to drop -#' from the forecasting. -#' -#' @param min_plots \code{integer} (or integer \code{numeric}) of the minimum -#' number of plots surveyed for a survey to be used. -#' -#' @param min_traps \code{integer} (or integer \code{numeric}) of the minimum -#' number of traps trapped for a plot to be used. -#' -#' @param level \code{character} input for -#' \code{\link[portalr]{summarize_rodent_data}}, automatically set by -#' \code{tmnt_type}. -#' -#' @param treatment \code{character} input for -#' \code{\link[portalr]{summarize_rodent_data}}, automatically set by -#' \code{tmnt_type}. -#' -#' @param plots \code{character} input for -#' \code{\link[portalr]{summarize_rodent_data}}, automatically set by -#' \code{tmnt_type}. -#' -#' @param output \code{character} input for -#' \code{\link[portalr]{summarize_rodent_data}}, automatically set by -#' \code{tmnt_type}. -#' -#' @param r_save \code{logical} value indicating if the rodent data should be -#' saved out. -#' -#' @param r_filename \code{character} name of the file to save the rodent data -#' in. -#' -#' @param cov_hist \code{logical} indicator of whether or not historical -#' covariates are to be included. -#' -#' @param cov_fcast \code{logical} indicator whether or not forecasted -#' covariates are to be included. -#' -#' @param yr \code{numeric} value of the year of today's date. -#' -#' @param lead_time \code{integer} (or integer \code{numeric}) number of moons -#' into the future the rodents are to be forecast. -#' -#' @param min_lag \code{integer} (or integer \code{numeric}) of the minimum -#' covariate lag time used in any model. -#' -#' @param fcast_nms \code{integer} (or integer \code{numeric}) vector of -#' newmoon numbers to be forecast for covariates. -#' -#' @param nfcnm \code{integer} (or integer \code{numeric}) number of forecast -#' newmoons for covariates. -#' -#' @param append_fcast_csv \code{logical} indicator controlling if the new -#' forecast should be appended to the historical forecasts for the purposes -#' of hindcasting. -#' -#' @param hist_fcast_file \code{character} name of the file where the -#' historical covariate forecasts are held. -#' -#' @param source_name \code{character} value for the name to give the -#' covariate forecast. Currently is \code{"current_archive"}. Previous to -#' \code{"current_archive"}, the data were retroactively filled in and are -#' given the source name \code{"retroactive"}. -#' -#' @param c_save \code{logical} indicator for if the covariate data should be -#' saved out. -#' -#' @param c_filename \code{character} value for the name of the covariate file -#' for the saving if \code{c_save} is \code{TRUE}. -#' -#' @param cast_type -cast type: \code{"forecasts"} or \code{"hindcasts"}. -#' -#' @param confidence_level \code{numeric} confidence level used in -#' summarizing model output. Must be between \code{0} and \code{1}. -#' -#' @param meta_save \code{logical} indicator for if the metadata should be -#' saved out -#' -#' @param meta_filename \code{character} value for the name of the metadata -#' file for the saving if \code{c_save} is \code{TRUE}. -#' -#' @param download_existing_predictions \code{logical} indicator for if the -#' existing predictions files should be retrieved from the -#' \href{https://github.com/weecology/portalPredictions}{portalPredictions -#' repo}. -#' -#' @param models \code{character} vector of class \code{models} of the names -#' of models to include in a cast of the pipeline. -#' -#' @param ensemble \code{logical} indicator of whether to create an ensemble -#' model. -#' -#' @param version \code{character} values of the version number or -#' \code{"latest"} (default) for the Portal Data to be download. -#' -#' @param from_zenodo \code{logical} indicator of whether or not the Portal -#' Data should come from Zenodo (come from GitHub if not). -#' -#' @param to_cleanup \code{character} vector of subdirectory names to -#' cleanup after completion of casting. -#' -#' @param covariate_source \code{character} value for the name tagged to the -#' covariate forecast. Possible values include \code{"current_archive"} and -#' \code{"retroactive"} for hindcasts. Not presently needed for -#' implementation in forecasts. - -#' @param covariate_date_made \code{character} value for the date-time tagged -#' to the covariate forecast. Possible values depend on the dates available -#' for covariates saved in the covariate_forecasts file for hindcasts. Not -#' presently needed for implementation in forecasts. -#' -#' @return \code{all_options}: class-\code{all_options} \code{list} of control -#' options lists (\code{options_dir} generated by \code{dir_options}, -#' \code{options_PortalData} generated by -#' \code{PortalData_options}, \code{options_data} generated by -#' \code{data_options}, \code{options_predictions} generated by -#' \code{predictions_options}, \code{options_models} generated by -#' \code{models_options}, and \code{options_cast} generated by -#' \code{cast_options}. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' all_options() -#' dir_options() -#' PortalData_options() -#' data_options() -#' moons_options() -#' rodents_options() -#' covariates_options() -#' metadata_options() -#' predictions_options() -#' models_options() -#' cast_options() -#' } -#' -#' @export -#' -all_options <- function(base = ".", main = "", subs = subdirs(), - quiet = FALSE, cast_date = today(), - append_missing_to_raw = TRUE, m_save = TRUE, - m_filename = "moons.csv", tmnt_type = NULL, - start = 217, end = NULL, hind_step = 1, - drop_spp = "PI", min_plots = 24, min_traps = 1, - level = "Site", treatment = NULL, plots = "all", - output = "abundance", r_save = TRUE, - r_filename = "all.csv", - cov_hist = TRUE, cov_fcast = TRUE, - yr = as.numeric(format(today(), "%Y")), - lead_time = 12, min_lag = 6, - fcast_nms = NULL, nfcnm = 0, - append_fcast_csv = TRUE, - hist_fcast_file = "covariate_forecasts.csv", - source_name = "current_archive", - c_save = TRUE, c_filename = "covariates.csv", - cast_type = "forecasts", - confidence_level = 0.9, meta_save = TRUE, - meta_filename = "metadata.yaml", - download_existing_predictions = FALSE, - models = model_names(), - ensemble = TRUE, - version = "latest", from_zenodo = TRUE, - to_cleanup = c("tmp", "PortalData"), - covariate_source = "retroactive", - covariate_date_made = "2018-06-05 12:00:00 PST"){ - - check_args() - if (is.null(end) & cast_type == "hindcasts"){ - end <- 490:403 - } - list( - options_dir = - dir_options(base = base, main = main, subs = subs, quiet = quiet, - to_cleanup = to_cleanup), - options_PortalData = - PortalData_options(base = base, main = main, subs = subs, quiet = quiet, - version = version, from_zenodo = from_zenodo), - options_data = - data_options(base = base, main = main, subs = subs, quiet = quiet, - cast_date = cast_date, - append_missing_to_raw = append_missing_to_raw, - m_save = m_save, m_filename = m_filename, - tmnt_type = tmnt_type, start = start, end = end, - hind_step = hind_step, drop_spp = drop_spp, - min_plots = min_plots, level = level, - treatment = treatment, plots = plots, output = output, - r_save = r_save, r_filename = r_filename, - cov_hist = cov_hist, cov_fcast = cov_fcast, yr = yr, - lead_time = lead_time, min_lag = min_lag, - fcast_nms = fcast_nms, nfcnm = nfcnm, - append_fcast_csv = append_fcast_csv, - hist_fcast_file = hist_fcast_file, - source_name = source_name, c_save = c_save, - c_filename = c_filename, cast_type = cast_type, - confidence_level = confidence_level, - meta_save = meta_save, meta_filename = meta_filename, - covariate_source = covariate_source, - covariate_date_made = covariate_date_made), - options_predictions = - predictions_options(base = base, main = main, subs = subs, - download_existing_predictions = download_existing_predictions, - quiet = quiet), - options_models = - models_options(base = base, main = main, subs = subs, quiet = quiet, - models = models), - options_cast = - cast_options(base = base, main = main, subs = subs, quiet = quiet, - models = models, cast_type = cast_type, - cast_date = cast_date, ensemble = ensemble, start = start, - end = end, hind_step = hind_step, min_plots = min_plots, - min_traps = min_traps) - ) %>% - classy(c("all_options", "list")) - -} - -#' @rdname all_options -#' -#' @description \code{dir_options} creates a \code{dir_options} \code{list} of -#' control options for the directory set-up. -#' -#' @return \code{dir_options}: a \code{dir_options} \code{list} of options for -#' the directory structure creation. -#' -#' @export -#' -dir_options <- function(base = ".", main = "", subs = subdirs(), - quiet = FALSE, to_cleanup = c("tmp", "PortalData")){ - check_args() - tree <- dirtree(base, main, subs) - list(tree = tree, quiet = quiet, to_cleanup = to_cleanup) %>% - classy(c("dir_options", "list")) -} - -#' @rdname all_options -#' -#' @description \code{PortalData_options} creates a \code{PortalData_options} -#' \code{list} of options for filling the PortalData subdirectory. -#' -#' @return \code{PortalData_options}: a \code{PortalData_options} \code{list} -#' of settings controlling the population of the PortalData subdirectory. -#' -#' @export -#' -PortalData_options <- function(base = ".", main = "", subs = subdirs(), - quiet = FALSE, - version = "latest", from_zenodo = TRUE){ - check_args() - tree <- dirtree(base, main, subs) - list(tree = tree, version = version, from_zenodo = from_zenodo, - quiet = quiet) %>% - classy(c("PortalData_options", "list")) -} - - -#' @rdname all_options -#' -#' @description \code{data_options} creates a \code{data_options} \code{list} -#' of \code{list}s of options for filling the data subdirectory. -#' -#' @return \code{data_options}: \code{data_options} \code{list} of control -#' options \code{list}s (\code{moons} generated by \code{moons_options}, -#' \code{rodents} generated by \code{rodents_options}, \code{covariates}, -#' generated by \code{covariates_options}, and \code{metadata} generated by -#' \code{metadata_options}, as well as items \code{cast_type}, \code{tree}, -#' and \code{quiet} for simple use with all or ancillary data.. -#' -#' @export -#' -data_options <- function(base = ".", main = "", subs = subdirs(), - quiet = FALSE, cast_date = today(), - append_missing_to_raw = TRUE, m_save = TRUE, - m_filename = "moons.csv", tmnt_type = NULL, - start = 217, end = NULL, hind_step = 1, - drop_spp = "PI", min_plots = 24, - level = "Site", treatment = NULL, plots = "all", - output = "abundance", r_save = TRUE, - r_filename = "all.csv", - cov_hist = TRUE, cov_fcast = TRUE, - yr = as.numeric(format(today(), "%Y")), - lead_time = 12, min_lag = 6, - fcast_nms = NULL, nfcnm = 0, - append_fcast_csv = TRUE, - hist_fcast_file = "covariate_forecasts.csv", - source_name = "current_archive", - c_save = TRUE, c_filename = "covariates.csv", - cast_type = "forecasts", - confidence_level = 0.9, - meta_save = TRUE, meta_filename = "metadata.yaml", - covariate_source = "retroactive", - covariate_date_made = "2018-06-05 12:00:00 PST"){ - check_args() - if (is.null(end) & cast_type == "hindcasts"){ - end <- 490:403 - } - tree <- dirtree(base, main, subs) - list( - moons = - moons_options(n_future_moons = lead_time, cast_date = cast_date, - append_missing_to_raw = append_missing_to_raw, - save = m_save, filename = m_filename, quiet = quiet, - tree = tree), - rodents = - rodents_options(cast_type = cast_type, tmnt_type = tmnt_type, - start = start, end = end, hind_step = hind_step, - drop_spp = drop_spp, min_plots = min_plots, - level = level, treatment = treatment, plots = plots, - output = output, save = r_save, filename = r_filename, - quiet = quiet, tree = tree), - covariates = - covariates_options(cast_type = cast_type, cov_hist = cov_hist, - cov_fcast = cov_fcast, cast_date = cast_date, - yr = yr, start = start, end = end, - hind_step = hind_step, lead_time = lead_time, - min_lag = min_lag, fcast_nms = fcast_nms, - nfcnm = nfcnm, - append_fcast_csv = append_fcast_csv, - hist_fcast_file = hist_fcast_file, - source_name = source_name, save = c_save, - filename = c_filename, quiet = quiet, tree = tree), - metadata = - metadata_options(cast_date = cast_date, cast_type = cast_type, - confidence_level = confidence_level, - lead_time = lead_time, save = meta_save, - filename = meta_filename, quiet = quiet, tree = tree, - covariate_source = covariate_source, - covariate_date_made = covariate_date_made), - cast_type = cast_type, - quiet = quiet, - tree = tree) %>% - classy(c("data_options", "list")) -} - -#' @rdname all_options -#' -#' @description \code{moons_options} creates a \code{moons_options} -#' \code{list}of options for the moons data. -#' -#' @param n_future_moons \code{integer} (or integer \code{numeric}) value for -#' the number of future moons to add. -#' -#' @param save \code{logical} indicator if the specific data should be saved -#' out. -#' -#' @param filename \code{character} name of the file for the saving. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @return \code{moons_options}: a \code{moons_options} \code{list} of -#' settings controlling the moon data creation. -#' -#' @export -#' -moons_options <- function(n_future_moons = 12, cast_date = today(), - append_missing_to_raw = TRUE, save = TRUE, - filename = "moons.csv", tree = dirtree(), - quiet = FALSE){ - check_args() - list(n_future_moons = n_future_moons, cast_date = cast_date, - append_missing_to_raw = append_missing_to_raw, save = save, - filename = filename, tree = tree, quiet = quiet, class = "moons") %>% - classy(c("moons_options", "list")) -} - -#' @rdname all_options -#' -#' @description \code{rodents_options} creates a \code{rodents_options} -#' \code{list} of options for the rodents data. -#' -#' @return \code{rodents_options}: a \code{rodents_options} \code{list} of -#' settings controlling the rodents data creation. -#' -#' @export -#' -rodents_options <- function(cast_type = "forecasts", tmnt_type = NULL, - start = 217, end = NULL, hind_step = 1, - drop_spp = "PI", min_plots = 24, level = "Site", - treatment = NULL, plots = "all", - output = "abundance", save = TRUE, - filename = "all.csv", tree = dirtree(), - quiet = FALSE){ - check_args() - if (!is.null(tmnt_type)){ - if (tmnt_type == "all"){ - level <- "Site" - plots <- "all" - output <- "abundance" - filename <- "all.csv" - } - if (tmnt_type == "controls"){ - level <- "Treatment" - plots <- "Longterm" - output <- "abundance" - treatment <- "control" - filename <- "controls.csv" - } - } - list(cast_type = cast_type, start = start, end = end, - hind_step = hind_step, drop_spp = drop_spp, min_plots = min_plots, - tmnt_type = tmnt_type, level = level, plots = plots, output = output, - save = save, filename = filename, treatment = treatment, tree = tree, - quiet = quiet, class = "rodents") %>% - classy(c("rodents_options", "list")) -} - -#' @rdname all_options -#' -#' @description \code{covariates_options} creates a \code{covariates_options} -#' \code{list}of options for the covariates data. -#' -#' @return \code{covariates_options}: a \code{covariates_options} \code{list} -#' of settings controlling the covariates data creation. -#' -#' @export -#' -covariates_options <- function(cast_type = "forecasts", cov_hist = TRUE, - cov_fcast = TRUE, cast_date = today(), - yr = as.numeric(format(today(), "%Y")), - start = 217, end = NULL, hind_step = 1, - lead_time = 12, min_lag = 6, fcast_nms = NULL, - nfcnm = 0, append_fcast_csv = TRUE, - hist_fcast_file = "covariate_forecasts.csv", - source_name = "current_archive", - save = TRUE, filename = "covariates.csv", - tree = dirtree(), quiet = FALSE){ - check_args() - if (is.null(end) & cast_type == "hindcasts"){ - end <- 490:403 - } - list(cast_type = cast_type, cov_hist = cov_hist, cov_fcast = cov_fcast, - cast_date = cast_date, yr = yr, start = start, end = end, - hind_step = hind_step, lead_time = lead_time, min_lag = min_lag, - fcast_nms = fcast_nms, nfcnm = nfcnm, - append_fcast_csv = append_fcast_csv, hist_fcast_file = hist_fcast_file, - source_name = source_name, save = save, filename = filename, - tree = tree, quiet = quiet, class = "covariates") %>% - classy(c("covariates_options", "list")) -} - -#' @rdname all_options -#' -#' @description \code{metadata_options} creates a \code{metadata_options} -#' \code{list}of options for the metadata creation. -#' -#' @return \code{metadata_options}: a \code{metadata_options} \code{list} -#' of settings controlling the metadata creation. -#' -#' @export -#' -metadata_options <- function(cast_date = today(), cast_type = "forecasts", - confidence_level = 0.9, lead_time = 12, - save = TRUE, filename = "metadata.yaml", - quiet = FALSE, tree = dirtree(), - covariate_source = "retroactive", - covariate_date_made = "2018-06-05 12:00:00 PST"){ - check_args() - list(cast_date = cast_date, cast_type = cast_type, - confidence_level = confidence_level,lead_time = lead_time, save = save, - filename = filename, quiet = quiet, tree = tree, - class = "metadata") %>% - classy(c("metadata_options", "list")) -} - -#' @rdname all_options -#' -#' @description \code{predictions_options} creates a -#' \code{predictions_options} \code{list} of options for populating the -#' predictions subdirectory -#' -#' @return \code{predictions_options}: a \code{predictions_options} -#' \code{list} of settings controlling the population of the predictions -#' subdirectory. -#' -#' @export -#' -predictions_options <- function(base = ".", main = "", subs = subdirs(), - download_existing_predictions = FALSE, - quiet = FALSE){ - - check_args() - tree <- dirtree(base, main, subs) - list(tree = tree, - download_existing_predictions = download_existing_predictions, - quiet = quiet) %>% - classy(c("predictions_options", "list")) -} - -#' @rdname all_options -#' -#' @description \code{models_options} creates a \code{models_options} -#' \code{list} of options for populating the models subdirectory. -#' -#' @return \code{models_options}: a \code{models_options} \code{list} of -#' settings controlling the population of the models subdirectory. -#' -#' @export -#' -models_options <- function(base = ".", main = "", subs = subdirs(), - quiet = FALSE, models = model_names()){ - check_args() - tree <- dirtree(base, main, subs) - list(models = models, quiet = quiet, tree = tree) %>% - classy(c("models_options", "list")) -} - -#' @rdname all_options -#' -#' @description \code{cast_options} creates a \code{cast_options} \code{list} -#' of control options for running \code{\link{portalcast}}. -#' -#' @return \code{cast_options}: a \code{cast_options} \code{list} of settings -#' controlling the running of \code{\link{portalcast}}. -#' -#' @export -#' -cast_options <- function(base = ".", main = "", subs = subdirs(), - quiet = FALSE, models = model_names(), - cast_type = "forecasts", cast_date = today(), - ensemble = TRUE, start = 217, end = NULL, - hind_step = 1, min_plots = 24, min_traps = 1){ - check_args() - tree <- dirtree(base, main, subs) - list(tree = tree, quiet = quiet, models = models, cast_type = cast_type, - cast_date = cast_date, ensemble = ensemble, start = start, end = end, - hind_step = hind_step, min_plots = min_plots, - min_traps = min_traps) %>% - classy(c("cast_options", "list")) -} - diff --git a/R/paths.R b/R/paths.R index 1e59601c2..ff513ba1a 100644 --- a/R/paths.R +++ b/R/paths.R @@ -1,198 +1,244 @@ -#' @title Define the names of the directory tree for a forecasting directory -#' -#' @description A cross-platform, tidy way to pass the full tree structure -#' for a portalcasting directory through the codebase. Default setup (for -#' using in Portal Predictions) is with the tree based in the working -#' directory and no additional "main" level (so the subdirectories are -#' located within the working directory). -#' -#' @param base \code{character} name of the base folder where the directory -#' should or does exist. Default \code{"."} (working directory). -#' -#' @param main \code{character} name of the main folder within the base that -#' contains the subdirectories. Default \code{""} (no main level included). -#' -#' @param subs \code{character} vector naming the specific subdirectories -#' within the portalcasting directory tree. Default \code{subdirs()} sets -#' the subdirectories as \code{"predictions"}, \code{"models"}, -#' \code{"PortalData"}, \code{"data"}, and \code{"tmp"}. It is generally -#' not advised to change the subdirectories. -#' -#' @return Class-\code{dirtree} named list (elements: \code{base}, -#' \code{main}, and \code{subs}) representing the directory tree. +#' @title Determine a file's extension or remove the extension from the +#' file path +#' +#' @description Based on the separating character, \code{file_ext} determines +#' the file extension and \code{path_no_ext} determines the file path without +#' the extension. +#' +#' @param path \code{character} value of the file path possibly with an +#' extension. +#' +#' @param sep_char \code{character} value of the separator that delineates +#' the extension from the file path. Generally, this will be \code{"."}, +#' but for some API URLs, the extension is actually a query component, +#' so the separator may sometimes need to be \code{"="}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. +#' +#' @return \code{character} value of the extension (\code{file_ext}) or the +#' path without the extension (\code{path_no_ext}. #' #' @examples -#' \dontrun{ -#' -#' dirtree() -#' } +#' file_ext("home/folders.with.dots/stuff/ok.csv") +#' path_no_ext("home/folders.with.dots/stuff/ok.csv") +#' file_ext(NMME_urls()[[1]]) +#' file_ext(NMME_urls()[[1]], "=") #' #' @export #' -dirtree <- function(base = ".", main = "", subs = subdirs()){ - check_args() - list("base" = base, "main" = main, "subs" = subs) %>% - classy(c("dirtree", "list")) +file_ext <- function(path, sep_char = ".", arg_checks = TRUE){ + check_args(arg_checks) + for_regexpr <- paste0("\\", sep_char, "([[:alnum:]]+)$") + pos <- regexpr(for_regexpr, path) + ifelse(pos > -1L, substring(path, pos + 1L), "") } -#' @title Define the names of the subdirectories in a forecasting directory -#' -#' @description Produces a vector of subdirectory names that is of class -#' \code{subdirs}, and which should generally contain the elements -#' \code{"predictions"}, \code{"models"}, \code{"PortalData"}, -#' \code{"data"}, and \code{"tmp"}. It is generally not advised to change -#' the subdirectory structure at this time. -#' -#' @param subs_names Either [1] names of additional subdirectories to add to -#' the vector set up by \code{type} or [2] an optional way to input all -#' subdirectory names (requires \code{type = NULL}, which is the default). -#' -#' @param subs_type \code{character} name for quick generation of subdirectory -#' vector. Presently only defined for \code{"portalcasting"}. -#' -#' @return \code{character} vector of subdirectory names. +#' @rdname file_ext #' #' @export #' -subdirs <- function(subs_names = NULL, subs_type = "portalcasting"){ - check_args() - if (!is.null(subs_type) && subs_type == "portalcasting"){ - pc_subs <- c("predictions", "models", "PortalData", "data", "tmp") - subs_names <- c(subs_names, pc_subs) - subs_names <- unique(subs_names) - } - subs_names +path_no_ext <- function(path, sep_char = ".", arg_checks = TRUE){ + check_args(arg_checks) + for_sub <- paste0("([^", sep_char, "]+)\\.[[:alnum:]]+$") + sub(for_sub, "\\1", path) } -#' @title Determine the path for a specific level of a portalcasting directory + +#' @title Determine the path for a specific level of a forecasting directory #' -#' @description \code{base_path}: Return the path for the \code{base} folder -#' in the directory. +#' @description Produce paths for a forecasting directory. \cr \cr +#' \code{main_path} returns the path for the \code{main} folder. \cr \cr +#' \code{sub_path} returns the path(s) for the \code{sub} folder(s). \cr \cr +#' \code{file_path} returns the path(s) for the \code{files}. \cr \cr #' -#' @param tree \code{dirtree}-class list. See \code{\link{dirtree}}. +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param sub,subs \code{character} of the name(s) of the sub component(s) of +#' the directory tree to get the path of. \code{sub} can only take a single +#' value, \code{subs} can take a vector of multiple values. +#' +#' @param files \code{character} file path(s) within the \code{main} +#' level of the portalcasting directory. #' -#' @return \code{base_path}: The normalized path of the main folder in the -#' directory tree as a character value (see \code{\link{normalizePath}}). +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{character} value normalized paths +#' (see \code{\link{normalizePath}}) . \cr \cr +#' \code{main_path} normalized path of the \code{main} folder. \cr \cr +#' \code{subs_path} normalized paths of the \code{sub} folder(s). \cr \cr +#' \code{file_path} normalized paths of the \code{files}. #' #' @examples -#' \dontrun{ +#' \donttest{ +#' create_dir() +#' main_path() +#' sub_path() +#' sub_path(subs = "models") +#' file_path(".", "raw", "PortalData/Rodents/Portal_rodent_species.csv") +#' } +#' +#' @name paths #' -#' setup_dir() -#' base_path() -#' main_path() -#' sub_paths() -#' sub_paths(specific_subs = "models") -#' } +NULL + +#' @rdname paths #' #' @export #' -base_path <- function(tree = dirtree()){ - check_args() - base <- tree$base - normalizePath(file.path(base), mustWork = FALSE) +main_path <- function(main = ".", arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + fpath <- file.path(main) + normalizePath(fpath, mustWork = FALSE) } -#' @rdname base_path +#' @rdname paths #' -#' @description \code{main_path}: Return the path for the \code{main} folder -#' in the directory. +#' @export #' -#' @return \code{main_path}: The normalized path of the main folder in the -#' directory tree as a character value (see \code{\link{normalizePath}}). +sub_path <- function(main = ".", subs = NULL, arg_checks = TRUE){ + check_args(arg_checks) + return_if_null(subs) + fpath <- file.path(main, subs) + normalizePath(fpath, mustWork = FALSE) +} + +#' @rdname paths #' #' @export #' -main_path <- function(tree = dirtree()){ - check_args() - base <- tree$base - main <- tree$main - normalizePath(file.path(base, main), mustWork = FALSE) +raw_path <- function(main = ".", arg_checks = TRUE){ + sub_path(main = main, subs = "raw", arg_checks = arg_checks) } -#' @rdname base_path -#' -#' @description \code{sub_paths}: Return the path(s) for a specific -#' \code{subs} folder or folders in the directory. +#' @rdname paths #' -#' @param specific_subs \code{character}-value name of the specific -#' subdirectory/subdirectories of interest, or \code{NULL} (default) -#' for all. +#' @export #' -#' @return \code{sub_paths}: The normalized path(s) of the -#' \code{specific_subs} folder(s) in the directory tree as \code{character} -#' value(s) (see \code{\link{normalizePath}}). +casts_path <- function(main = ".", arg_checks = TRUE){ + sub_path(main = main, subs = "casts", arg_checks = arg_checks) +} + +#' @rdname paths #' #' @export #' -sub_paths <- function(tree = dirtree(), specific_subs = NULL){ - check_args() - if (!is.null(specific_subs) && (!all(specific_subs %in% tree$subs))){ - stop("some `specific_subs` not in `tree`") - } - if (is.null(specific_subs)){ - specific_subs <- tree$subs - } - base <- tree$base - main <- tree$main - normalizePath(file.path(base, main, specific_subs), mustWork = FALSE) +data_path <- function(main = ".", arg_checks = TRUE){ + sub_path(main = main, subs = "data", arg_checks = arg_checks) } -#' @title Determine the path for one or more models in the model sub directory +#' @rdname paths #' -#' @description Return the normalized path(s) for a specific model or models. -#' -#' @param tree \code{dirtree}-class list. +#' @export #' -#' @param models \code{character} name of the specific model(s). +models_path <- function(main = ".", arg_checks = TRUE){ + sub_path(main = main, subs = "models", arg_checks = arg_checks) +} + +#' @rdname paths #' -#' @param extension \code{character} file extension (including the period). +#' @export #' -#' @return The normalized path of the specified model script (see -#' \code{\link{normalizePath}}). -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' model_paths(models = "AutoArima") -#' } +tmp_path <- function(main = ".", arg_checks = TRUE){ + sub_path(main = main, subs = "tmp", arg_checks = arg_checks) +} + +#' @rdname paths #' #' @export #' -model_paths <- function(tree = dirtree(), models = NULL, extension = ".R"){ - check_args() - base <- tree$base - main <- tree$main - sub <- "models" - mod <- paste0(models, extension) - normalizePath(file.path(base, main, sub, mod), mustWork = FALSE) +file_path <- function(main = ".", sub = NULL, files = NULL, + arg_checks = TRUE){ + check_args(arg_checks) + return_if_null(files) + sub <- ifnull(sub, "") + fpath <- file.path(main, sub, files) + + normalizePath(fpath, mustWork = FALSE) } -#' @title Determine the path for a file or files in the forecasting directory + +#' @title Create a control list for files #' -#' @description Return the normalized path for a specific file or files -#' within the directory. +#' @description Most users will not want or need to change data file and +#' folder names or saving conditions, but it is helpful to have them be +#' flexible for certain circumstances, and this function gathers them into a +#' list for higher-in-the-pipeline functions. #' -#' @param tree \code{dirtree}-class list. +#' @param directory \code{character} value of the directory name. +#' +#' @param raw_data \code{character} value indicating the name of the raw +#' data directory. A standard portalcasting directory downloads the raw data +#' files into from the PortalData repository, so +#' \code{raw_data = "PortalData"}. #' -#' @param local_paths \code{character} file path(s) within the \code{main} -#' level of the portalcasting directory. +#' @param filename_moons \code{character} name of the file for saving the +#' moons data. #' -#' @return The normalized path(s) of the specified file(s) (see -#' \code{\link{normalizePath}}). -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' file_paths(local_paths = "PortalData/Rodents/Portal_rodent_species.csv") -#' } +#' @param filename_cov_casts \code{character} filename for saving the +#' covariate casts output. +#' +#' @param filename_meta \code{character} filename for saving the metadata. +#' +#' @param filename_config \code{character} filename of the directory +#' configuration YAML. +#' +#' @param filename_cov \code{character} filename for saving the output. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @param save \code{logical} indicator controlling if the output should +#' be saved out. +#' +#' @param overwrite \code{logical} indicator of whether or not the existing +#' files should be updated (most users should leave as \code{TRUE}). +#' +#' @param cleanup \code{logical} indicator of whether or not the tmp files +#' should be cleaned up. +#' +#' @param append_cast_csv \code{logical} indicator controlling if the new +#' cast covariates should be appended to the historical casts later use. +#' +#' @param source_name \code{character} value for the name to give the +#' covariate forecast. Currently is \code{"current_archive"}. Previous to +#' \code{"current_archive"}, the data were retroactively filled in and are +#' given the source name \code{"retroactive"}. +#' +#' @return Named \code{list} of names of the folders and files within the +#' directory structure as well as saving strategies (directly as input). #' #' @export #' -file_paths <- function(tree = dirtree(), local_paths = NULL){ - check_args() - base <- tree$base - main <- tree$main - normalizePath(file.path(base, main, local_paths), mustWork = FALSE) -} +files_control <- function(directory = "portalPredictions", + raw_data = "PortalData", + filename_moons = "moon_dates.csv", + filename_config = "dir_config.yaml", + filename_cov = "covariates.csv", + filename_cov_casts = "covariate_casts.csv", + filename_meta = "metadata.yaml", + save = TRUE, overwrite = TRUE, cleanup = TRUE, + source_name = "current_archive", + append_cast_csv = TRUE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + list(directory = directory, raw_data = raw_data, + filename_moons = filename_moons, filename_cov = filename_cov, + filename_cov_casts = filename_cov_casts, + filename_config = filename_config, filename_meta = filename_meta, + save = save, overwrite = overwrite, cleanup = cleanup, + source_name = source_name, append_cast_csv = append_cast_csv) + +} \ No newline at end of file diff --git a/R/pevGARCH.R b/R/pevGARCH.R deleted file mode 100644 index 582e4ff10..000000000 --- a/R/pevGARCH.R +++ /dev/null @@ -1,169 +0,0 @@ -#' @title poisson environmental variable Generalized Auto-Regressive -#' Conditional Heteroscedasticity model for Portal Predictions -#' -#' @description Fit a pevGARCH model in the portalcasting pipeline. -#' -#' @details Model "pevGARCH" is a generalized autoregresive conditional -#' heteroscedasticity model with a Poisson response variable fit to the -#' data using \code{\link[tscount]{tsglm}} in the -#' \href{http://tscount.r-forge.r-project.org/}{\code{tscount} package} -#' (Liboschik \emph{et al}. 2017). -#' -#' For this model, environmental data are included as predictors of -#' abundance with an optional \code{lag} between the covariate values and -#' abundances (defaults to 6 newmoons). -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @param level \code{character} value name of the type of plots included -#' (\code{"All"} or \code{"Controls"}). -#' -#' @param lag \code{integer} (or integer \code{numeric}) of the lag time to -#' use for the covariates. -#' -#' @param quiet \code{logical} value indicating if the function should be -#' quiet. -#' -#' @return \code{list} of [1] \code{"forecast"} (the forecasted abundances) -#' and [2] \code{"all_model_aic"} (the model AIC values). -#' -#' @references -#' Liboschik T., Fokianos K., and Fried R. 2017. tscount: An R Package for -#' Analysis of Count Time Series Following Generalized Linear Models. -#' \emph{Journal of Statistical Software} \strong{82}:5, 1-51. -#' \href{http://doi.org/10.18637/jss.v082.i05}{URL}. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' pevGARCH() -#' } -#' -#' @export -#' -pevGARCH <- function(tree = dirtree(), level = "All", lag = 6, quiet = FALSE){ - check_args() - messageq(paste0("### Fitting pevGARCH model for ", level, " ###"), quiet) - - abundances <- read_data(tree, tolower(level)) - metadata <- read_metadata(tree) - covariates <- read_covariates(tree) - - fcnm <- metadata$rodent_forecast_newmoons - nfcnm <- length(fcnm) - CL <- metadata$confidence_level - abundances <- interpolate_abundance(abundances) - species <- colnames(abundances)[-which(colnames(abundances) == "moons")] - covar_lag <- lag_covariates(covariates, lag, tail = TRUE) - for_hist <- which(covar_lag$newmoonnumber %in% abundances$moons) - for_fcast <- which(covar_lag$newmoonnumber %in% fcnm) - covar_hist <- covar_lag[for_hist, ] - if (metadata$cast_type == "forecasts"){ - covar_fcast <- covar_lag[for_fcast, ] - } - if (metadata$cast_type == "hindcasts"){ - covariate_fcasts <- read_covariate_forecasts(tree) - covar_fcasts_lag <- lag_covariates(covariate_fcasts, lag, tail = TRUE) - last_cov_nm <- max(covar_hist$newmoonnumber) - lag - fnm_in <- covar_fcasts_lag$forecast_newmoon == last_cov_nm - s_in <- covar_fcasts_lag$source == metadata$covariate_source - dm_in <- covar_fcasts_lag$date_made == metadata$covariate_date_made - covar_fcast <- covar_fcasts_lag[fnm_in & dm_in & s_in, ] - } - - fcast <- data.frame() - aic <- data.frame() - - models <- covariate_models("pevGARCH") - - for(s in species){ - - ss <- gsub("NA.", "NA", s) - messageq(paste0("Fitting pevGARCH models for ", ss), quiet) - - abund_s <- extract2(abundances, s) - - if (sum(abund_s) == 0){ - spec_forecast <- fcast0(nfcnm) - spec_aic <- 1e6 - } else{ - - best_aic <- Inf - best_model <- NA - model_count <- 1 - - for(m in models){ - model_name <- paste(m, collapse = ", ") - msg <- paste0("Fitting Model ", model_count, ": ", model_name) - messageq(msg, quiet) - predictors <- NULL - fcast_predictors <- NULL - if (!(is.null(unlist(m)))){ - predictors <- select(covar_hist, unlist(m)) - fcast_predictors <- select(covar_fcast, unlist(m)) - } - setup <- list(past_obs = 1, past_mean = 12) - proposed_model <- tryCatch( - tsglm(abund_s, model = setup, distr = "poisson", - xreg = predictors, link = "log"), - error = function(x) {NA}) - proposed_aic <- tryCatch( - AIC(proposed_model), - error = function(x) {Inf}) - - - proposed_fcast <- tryCatch( - predict(proposed_model, nfcnm, level = CL, - newxreg = fcast_predictors), - error = function(x) {NA}) - - if(proposed_aic < best_aic){ - best_model <- proposed_model - best_aic <- proposed_aic - - spec_forecast <- proposed_fcast - spec_aic <- proposed_aic - } - - model_count <- model_count + 1 - } - - fit_fails <- length(which(is.na(best_model) == TRUE)) - if(fit_fails > 0){ - spec_forecast <- fcast0(nfcnm) - spec_aic <- 1e6 - } - - } - - estimate <- as.numeric(spec_forecast$pred) - LowerPI <- as.numeric(spec_forecast$interval[, 1]) - UpperPI <- as.numeric(spec_forecast$interval[, 2]) - - fcast_s <- data.frame(date = metadata$forecast_date, - forecastmonth = metadata$rodent_forecast_months, - forecastyear = metadata$rodent_forecast_years, - newmoonnumber = metadata$rodent_forecast_newmoons, - currency = "abundance", model = "pevGARCH", level = level, - species = ss, estimate = estimate, LowerPI = LowerPI, - UpperPI = UpperPI, fit_start_newmoon = min(abundances$moons), - fit_end_newmoon = max(abundances$moons), - initial_newmoon = max(abundances$moons), - stringsAsFactors = FALSE) - - aic_s <- data.frame(date = metadata$forecast_date, currency = "abundance", - model = "pevGARCH", level = level, species = ss, - aic = spec_aic, fit_start_newmoon = min(abundances$moons), - fit_end_newmoon = max(abundances$moons), - initial_newmoon = max(abundances$moons), - stringsAsFactors = FALSE) - - fcast <- rbind(fcast, fcast_s) - aic <- rbind(aic, aic_s) - - } - output <- list("forecast" = fcast, "aic" = aic) - return(output) -} diff --git a/R/portalcast.R b/R/portalcast.R index b1056398e..49aa02488 100644 --- a/R/portalcast.R +++ b/R/portalcast.R @@ -1,385 +1,263 @@ -#' @title Forecast or hindcast Portal rodents models -#' -#' @description Run potentially multiple models for either a forecast or a -#' hindcast. -#' -#' @param options_all \code{all_options}-class \code{list} of options -#' controlling the portalcasting directory. See \code{\link{all_options}}. -#' Of particular importance is the \code{options_cast} \code{list}, -#' (see \code{\link{cast_options}}) which contains the options controlling -#' the (fore- or hind-)casting. -#' \cr \cr To run a default hindcast, use -#' \code{options_all = all_options(cast_type = "hindcasts")} -#' -#' @examples -#' \dontrun{ +#' @title Cast Portal rodents models +#' +#' @description Cast the Portal rodent population data using the (updated if +#' needed) data and models in a portalcasting directory. \cr ]cr +#' \code{portalcast} wraps around \code{cast} to allow multiple runs of +#' multiple models, with data preparation as needed between runs occurring +#' via \code{prep_data}. \cr \cr +#' \code{cast} runs a single cast of multiple models, using the data as +#' prepared by \code{prep_data}. +#' +#' @details Multiple models can be run together on the same data and +#' multiple runs of a model (e.g., with a rolling origin) can be initiated +#' together using \code{portalcast} and \code{cast} runs the individual +#' instances. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param models \code{character} vector of name(s) of model(s) to +#' include. +#' +#' @param end_moons,end_moon \code{integer} (or integer \code{numeric}) +#' newmoon number(s) of the last sample(s) to be included. Default value is +#' \code{NULL}, which equates to the most recently included sample. \cr +#' \strong{\code{end_moons} allows for multiple moons, \code{end_moon} +#' can only be one value}. +#' +#' @param moons Moons \code{data.frame}. See \code{\link{prep_moons}}. +#' +#' @param lead_time \code{integer} (or integer \code{numeric}) value for the +#' number of timesteps forward a cast will cover. +#' +#' @param cast_date \code{Date} from which future is defined (the origin of +#' the cast). In the recurring forecasting, is set to today's date +#' using \code{\link{Sys.Date}}. +#' +#' @param start_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the first sample to be included. Default value is \code{217}, +#' corresponding to \code{1995-01-01}. +#' +#' @param confidence_level \code{numeric} confidence level used in +#' summarizing model output. Must be between \code{0} and \code{1}. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @param controls_model Additional controls for models not in the prefab +#' set. \cr +#' A \code{list} of a single model's script-writing controls or a +#' \code{list} of \code{list}s, each of which is a single model's +#' script-writing controls. \cr +#' Presently, each model's script writing controls +#' should include three elements: \code{name} (a \code{character} value of +#' the model name), \code{covariates} (a \code{logical} indicator of if the +#' model needs covariates), and \code{lag} (an \code{integer}-conformable +#' value of the lag to use with the covariates or \code{NA} if +#' \code{covariates = FALSE}). \cr +#' If only a single model is added, the name of +#' the model from the element \code{name} will be used to name the model's +#' \code{list} in the larger \code{list}. If multiple models are added, each +#' element \code{list} must be named according to the model and the +#' \code{name} element. \cr +#' +#' @param controls_rodents Control \code{list} or \code{list} of \code{list}s +#' (from \code{\link{rodents_controls}}) specifying the structuring of the +#' rodents tables. See \code{\link{rodents_controls}} for details. +#' +#' @param control_climate_dl \code{list} of specifications for the download, +#' which are sent to \code{\link{NMME_urls}} to create the specific URLs. See +#' \code{\link{climate_dl_control}}. +#' +#' @param downloads \code{list} of arguments to pass to \code{\link{download}} +#' for raw file downloading. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param verbose \code{logical} indicator of whether or not to print out +#' all of the information or not (and thus just the tidy messages). +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. #' -#' setup_dir() -#' portalcast() -#' } +#' @return Results are saved to files, \code{NULL} is returned. #' -#' @export -#' -portalcast <- function(options_all = all_options()){ - check_args() - msg1 <- "##########################################################" - version_number <- packageDescription("portalcasting", fields = "Version") - msg2 <- paste0("This is portalcasting v", version_number) - messageq(c(msg1, msg2), options_all$options_cast$quiet) - clear_tmp(options_all$options_dir$tree) - verify_models(options_all$options_cast) - prep_data(options_all$options_data) - casts(options_all) -} - -#' @title Verify that models requested to forecast or hindcast with exist -#' -#' @description Verify that models requested have scripts in the models -#' subdirectory. -#' -#' @param options_cast Class-\code{cast_options} \code{list} containing the -#' hind- or forecasting options. See \code{\link{cast_options}}. +#' @examples +#' \donttest{ +#' setup_dir() +#' portalcast() +#' cast() +#' } #' #' @export #' -verify_models <- function(options_cast = cast_options()){ - check_args() - messageq("Checking model availability", options_cast$quiet) - model_dir <- sub_paths(options_cast$tree, "models") - if (!dir.exists(model_dir)){ - stop("Models subidrectory does not exist") +portalcast <- function(main = ".", models = prefab_models(), end_moons = NULL, + start_moon = 217, lead_time = 12, + confidence_level = 0.95, cast_date = Sys.Date(), + controls_model = NULL, + controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = zenodo_downloads(c("1215988", "833438")), + quiet = FALSE, verbose = FALSE, + arg_checks = TRUE){ + check_args(arg_checks) + portalcast_welcome(quiet = quiet) + messageq("Preparing directory for casting", quiet) + messageq("---------------------------------------------------------", quiet) + verify_models(main = main, models = models, quiet = quiet, + arg_checks = arg_checks) + raw_data_present <- verify_raw_data(main = main, + raw_data = control_files$raw_data, + arg_checks = arg_checks) + if(!raw_data_present){ + fill_raw(main = main, downloads = downloads, quiet = quiet, + control_files = control_files, arg_checks = arg_checks) } - available <- list.files(model_dir) - if (options_cast$model[1] != "all"){ - models <- options_cast$model - modelnames <- paste0(models, ".R") - torun <- (modelnames %in% available) - if (any(torun == FALSE)){ - missmod <- paste(models[which(torun == FALSE)], collapse = ", ") - stop(paste0("Requested model(s) ", missmod, " not in directory \n")) - } + moons <- read_moons(main = main, control_files = control_files, + arg_checks = arg_checks) + last_moon <- last_moon(main = main, moons = moons, date = cast_date, + arg_checks = arg_checks) + end_moons <- ifnull(end_moons, last_moon) + nend_moons <- length(end_moons) + for(i in 1:nend_moons){ + msg <- paste0("Readying data for forecast origin newmoon ", end_moons[i]) + messageq(msg, quiet) + fill_data(main = main, models = models, + end_moon = end_moons[i], lead_time = lead_time, + cast_date = cast_date, start_moon = start_moon, + confidence_level = confidence_level, + controls_rodents = controls_rodents, + controls_model = controls_model, + control_climate_dl = control_climate_dl, + downloads = downloads, control_files = control_files, + quiet = !verbose, verbose = verbose, arg_checks = arg_checks) + cast(main = main, models = models, + cast_date = cast_date, moons = moons, + end_moon = end_moons[i], + controls_rodents = controls_rodents, control_files = control_files, + confidence_level = confidence_level, quiet = quiet, + verbose = verbose, arg_checks = TRUE) } - message("All requested models available") -} + if(end_moons[nend_moons] != last_moon){ + messageq("---------------------------------------------------------", + quiet) + messageq("Resetting data to the most up-to-date versions", quiet) + fill_data(main = main, models = models, + end_moon = NULL, lead_time = lead_time, + cast_date = cast_date, start_moon = start_moon, + confidence_level = confidence_level, + controls_rodents = controls_rodents, + controls_model = controls_model, + control_climate_dl = control_climate_dl, + downloads = downloads, control_files = control_files, + quiet = !verbose, verbose = verbose, arg_checks = arg_checks) -#' @title Source the scripts to run the selected forecast or hindcast models -#' -#' @description Source the R scripts of the selected model(s) indicated by the -#' \code{model} element in \code{options_cast}. -#' -#' @param options_cast Class-\code{cast_options} \code{list} containing the -#' hind- or forecasting options. See \code{\link{cast_options}}. -#' -#' @export -#' -cast_models <- function(options_cast = cast_options()){ - check_args() - msg1 <- "##########################################################" - msg2 <- "Running models" - if (options_cast$cast_type == "hindcasts"){ - end_step <- options_cast$end[options_cast$hind_step] - msg2 <- paste0(msg2, " for initial newmoon ", end_step) } - messageq(c(msg1, msg2), options_cast$quiet) - sapply(models_to_cast(options_cast), source) -} + portalcast_goodbye(quiet = quiet) +} -#' @title Generate the file path(s) to the script(s) of the model(s) forecast -#' or hindcast with -#' -#' @description Translate a \code{models} vector of model name(s) into a -#' \code{character} vector of file path(s) corresponding to the model -#' scripts. -#' -#' @param options_cast Class-\code{cast_options} \code{list} containing the -#' hind- or forecasting options. See \code{\link{cast_options}}. -#' -#' @return \code{character} vector of the path(s) of the R script file(s) to -#' be run. -#' -#' @export -#' -models_to_cast <- function(options_cast = cast_options()){ - check_args() - model_dir <- sub_paths(options_cast$tree, "models") - if (options_cast$model[1] == "all"){ - runnames <- list.files(model_dir, full.names = TRUE) - } else{ - modelnames <- paste0(options_cast$model, ".R") - torun <- (list.files(model_dir) %in% modelnames) - runnames <- list.files(model_dir, full.names = TRUE)[torun] - } - runnames -} -#' @title Create tmp subdirectory -#' -#' @description Create the tmp subdirectory specifically. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. +#' @rdname portalcast #' #' @export #' -create_tmp <- function(tree = dirtree()){ - check_args() - opts <- dir_options(base = tree$base, main = tree$main, subs = "tmp") - create_sub_dirs(opts) -} +cast <- function(main = ".", models = prefab_models(), moons = NULL, + end_moon = NULL, confidence_level = 0.95, + cast_date = Sys.Date(), + controls_rodents = rodents_controls(), + control_files = files_control(), + quiet = FALSE, verbose = FALSE, arg_checks = TRUE){ + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + check_args(arg_checks = arg_checks) + messageq("---------------------------------------------------------", quiet) + clear_tmp(main = main, quiet = quiet, cleanup = control_files$cleanup, + arg_checks = arg_checks) + last_moon <- last_moon(main = main, moons = moons, date = cast_date, + arg_checks = arg_checks) + end_moon <- ifnull(end_moon, last_moon) -#' @title Clear tmp subdirectory -#' -#' @description Remove all of the files from the tmp subdirectory -#' specifically. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @export -#' -clear_tmp <- function(tree = dirtree()){ - check_args() - temp_dir <- sub_paths(tree, "tmp") - if (!dir.exists(temp_dir)){ - create_tmp(tree) - } - if (length(list.files(temp_dir)) > 0){ - file.remove(file_paths(tree, paste0("tmp/", list.files(temp_dir)))) - } -} + msg1 <- "---------------------------------------------------------" + msg2 <- paste0("Running models for forecast origin newmoon ", end_moon) + messageq(c(msg1, msg2), quiet) -#' @title Prepare data subdirectory for a forecast or hindcast run(s) -#' -#' @description Make sure that the data subdirectory has the updated files -#' for a forecasting run or a set of hindcasting runs. Uses the -#' \code{metadata.yaml} file to verify validity. -#' -#' @param options_data Class-\code{data_options} \code{list} containing the -#' options for filling the data subdirectory. See -#' \code{\link{data_options}}. -#' -#' @export -#' -prep_data <- function(options_data = data_options()){ - check_args() - messageq("Preparing data", options_data$quiet) - metadata_path <- file_paths(options_data$tree, "data/metadata.yaml") - if (!file.exists(metadata_path)){ - fill_data(options_data) - } - metadata <- yaml.load_file(metadata_path) - if (metadata$forecast_date != today()){ - fill_data(options_data) - } - if (options_data$cast_type == "hindcasts"){ - fill_data(options_data) - } -} + models_scripts <- models_to_cast(main = main, models = models, + arg_checks = arg_checks) -#' @title Run one or potentially multiple forecasts or hindcasts -#' -#' @description Given that the data and models are prepared accordingly, run -#' a set of one or more forecast or hindcasts, (optionally) add an ensemble, -#' combine the results, and add them to the predictions folder. \cr \cr -#' \code{casts}: run one or more -casts flexibly -#' -#' @param options_all \code{all_options}-class \code{list} of options -#' controlling the portalcasting directory. See \code{\link{all_options}}. -#' -#' @export -#' -casts <- function(options_all = all_options()){ - check_args() - cast(options_all$options_cast) - step_casts(options_all) - msg1 <- "##########################################################" - msg2 <- "Models done" - messageq(c(msg1, msg2, msg1), options_all$options_cast$quiet) -} + nmodels <- length(models) + for(i in 1:nmodels){ + modelname <- path_no_ext(basename(models_scripts)[i]) + messageq(paste0(" -Running ", modelname), quiet) -#' @rdname casts -#' -#' @description \code{cast}: run a single -cast -#' -#' @param options_cast Class-\code{cast_options} \code{list} containing the -#' hind- or forecasting options. See \code{\link{cast_options}}. -#' -#' @export -#' -cast <- function(options_cast = cast_options()){ - check_args() - if (check_to_skip(options_cast)){ - return() + run_status <- tryCatch( + source(models_scripts[i], local = TRUE), + error = function(x){NA} + ) + if(all(is.na(run_status))){ + msg <- paste0(" |----| ", modelname, " failed |----|") + } else{ + msg <- paste0(" |++++| ", modelname, " successful |++++|") + } + messageq(msg, quiet) } - cast_models(options_cast) - combined <- combine_forecasts(options_cast) - ensemble <- add_ensemble(options_cast) - msg <- "##########################################################" - messageq(msg, options_cast$quiet) - clear_tmp(options_cast$tree) -} + messageq("---------------------------------------------------------", quiet) + clear_tmp(main = main, quiet = quiet, verbose = verbose, + cleanup = control_files$cleanup, arg_checks = arg_checks) -#' @rdname casts -#' -#' @description \code{step_casts}: iterate through subsequent-to-the-first -#' -cast(s) within \code{casts}. -#' -#' @export -#' -step_casts <- function(options_all = all_options()){ - check_args() - n_steps <- length(options_all$options_data$covariates$end) - if (n_steps > 1){ - for (i in 2:n_steps){ - options_all <- step_hind_forward(options_all) - update_data(options_all$options_data) - cast(options_all$options_cast) - } - } } -#' @title Step the hind_step values forward -#' -#' @description Iterate the \code{hind_step} elements of options \code{list}s -#' through subsequent-to-the-first -cast(s) within \code{\link{casts}}. -#' -#' @param options_all \code{all_options}-class \code{list} of options -#' controlling the portalcasting directory. See \code{\link{all_options}}. -#' -#' @return Updated \code{options_all} \code{list} for the next -cast. -#' -#' @export -#' -step_hind_forward <- function(options_all = all_options()){ - check_args() - new_step <- options_all$options_data$covariates$hind_step + 1 - options_all$options_data$rodents$hind_step <- new_step - options_all$options_data$covariates$hind_step <- new_step - options_all$options_cast$hind_step <- new_step - options_all -} -#' @title Check if the newmoon should be skipped during a set of hindcasts -#' -#' @description For hindcasts, skip newmoons with incomplete surveys. -#' -#' @param options_cast Class-\code{cast_options} \code{list} containing the -#' hind- or forecasting options. See \code{\link{cast_options}}. -#' -#' @return logical indicating if the cast should be skipped -#' -#' @export -#' -check_to_skip <- function(options_cast){ - check_args() - out <- FALSE - if (options_cast$cast_type == "hindcasts"){ - end_step <- options_cast$end[options_cast$hind_step] - trap_path <- file_paths(options_cast$tree, "data/trapping.csv") - trap_tab <- read.csv(trap_path, stringsAsFactors = FALSE) - moon_path <- file_paths(options_cast$tree, "data/moons.csv") - moons <- read.csv(moon_path, stringsAsFactors = FALSE) - min_plots <- options_cast$min_plots - min_traps <- options_cast$min_traps - incs <- find_incomplete_censuses(trap_tab, min_plots, min_traps) - end_step_p <- moons$period[moons$newmoonnumber == end_step] - if (is.na(end_step_p)){ - out <- TRUE - } else if (end_step_p %in% incs$period){ - out <- TRUE - } - } - if (out){ - end_step <- options_cast$end[options_cast$hind_step] - msg1 <- paste0("Initial newmoon ", end_step, " not fully sampled") - msg2 <- "##########################################################" - messageq(c(msg1, msg2) , options_cast$quiet) - } - out -} -#' @title Update the data for each subsequent step in a hindcast -#' -#' @description Rather than re-create the full rodent and covariate files -#' again, simply step back in time through the hindcast's end vector -#' and trim the last "historical" sample off. -#' -#' @param options_data Class-\code{data_options} \code{list} containing the -#' options for filling the data subdirectory. See -#' \code{\link{data_options}}. -#' -#' @export -#' -update_data <- function(options_data){ - check_args() - msg <- "Updating forecasting data files in data subdirectory" - messageq(msg, options_data$moons$quiet) - options_data$moons$quiet <- TRUE - options_data$metadata$quiet <- TRUE - moons <- prep_moons(options_data$moons) - rodents_list <- update_rodents_list(options_data$rodents) - covariates <- update_covariates(moons, options_data$covariates) - met <- prep_metadata(moons, rodents_list, covariates, options_data$metadata) -} -#' @title Update the covariate data for a step in a hindcast -#' -#' @description Given an updated \code{options_covariates$hind_step}, update -#' the covariate data. -#' -#' @param moons Class-\code{moons} \code{data.frame} containing the historic -#' and future newmoons, as produced by \code{\link{prep_moons}}. +#' @title Determine the paths to the scripts for models to cast with #' -#' @param options_covariates A class-\code{covariates_options} \code{list} of -#' settings controlling the covariates data creation. +#' @description Translate a \code{character} vector of model name(s) into a +#' \code{character} vector of file path(s) corresponding to the model +#' scripts. #' -#' @return An updated \code{covariates}-class \code{data.frame} with needed -#' forecasted covariates associated with the focal forecast or hindcast -#' newmoon. +#' @param main \code{character} value of the name of the main component of +#' the directory tree. #' -#' @export -#' -update_covariates <- function(moons, options_covariates){ - check_args() - end_step <- options_covariates$end[options_covariates$hind_step] - covs_path <- file_paths(options_covariates$tree, "data/covariates.csv") - covs <- read.csv(covs_path, stringsAsFactors = FALSE) - covs <- classy(covs, c("data.frame", "covariates")) - hist_cov <- covs[covs$newmoonnumber <= end_step, ] - fcast_cov <- prep_fcast_covariates(hist_cov, moons, options_covariates) - out <- bind_rows(hist_cov, fcast_cov) - dataout(out, options_covariates) -} - -#' @title Update the rodent data for a step in a hindcast +#' @param models \code{character} vector of name(s) of model(s) to +#' include. #' -#' @description Given an updated \code{options_rodents$hind_step}, update -#' the rodent data. +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. #' -#' @param options_rodents A class-\code{rodents_options} \code{list} of -#' settings controlling the rodents data creation. +#' @return \code{character} vector of the path(s) of the R script file(s) to +#' be run. #' -#' @return A \code{rodents_list}-class \code{list} of two \code{rodents}-class -#' \code{data.frames}: \code{"all"} (containing counts across all plots) -#' \code{"controls"} (containing counts across just the control plots), -#' updated for the particular step in the hindcast. +#' @examples +#' \donttest{ +#' create_dir() +#' fill_models() +#' models_to_cast() +#' } #' #' @export #' -update_rodents_list <- function(options_rodents){ - check_args() - end_step <- options_rodents$end[options_rodents$hind_step] - all_path <- file_paths(options_rodents$tree, "data/all.csv") - all <- read.csv(all_path, stringsAsFactors = FALSE) - all <- all[all$newmoonnumber <= end_step, ] - write.csv(all, all_path, row.names = FALSE) - all <- classy(all, c("data.frame", "rodents")) - - ctls_path <- file_paths(options_rodents$tree, "data/controls.csv") - ctls <- read.csv(ctls_path, stringsAsFactors = FALSE) - ctls <- ctls[ctls$newmoonnumber <= end_step, ] - write.csv(ctls, ctls_path, row.names = FALSE) - ctls <- classy(ctls, c("data.frame", "rodents")) - - classy(list("all" = all, "controls" = ctls), c("rodents_list", "list")) -} +models_to_cast <- function(main = ".", models = prefab_models(), + arg_checks = TRUE){ + check_args(arg_checks) + models_path <- models_path(main = main, arg_checks = arg_checks) + file_names <- paste0(models, ".R") + torun <- (list.files(models_path) %in% file_names) + torun_paths <- list.files(models_path, full.names = TRUE)[torun] + normalizePath(torun_paths) +} \ No newline at end of file diff --git a/R/portalcasting.R b/R/portalcasting.R index b26a3531a..27e44f61b 100644 --- a/R/portalcasting.R +++ b/R/portalcasting.R @@ -1,38 +1,35 @@ +#' @importFrom curl curl #' @importFrom DesignLibrary match.call.defaults -#' @importFrom digest digest -#' @importFrom dplyr arrange bind_rows filter full_join group_by inner_join -#' left_join mutate n rename right_join select summarise summarize ungroup -#' @importFrom forecast auto.arima ets forecast na.interp +#' @importFrom dplyr %>% arrange bind_rows filter group_by inner_join +#' left_join mutate n one_of rename right_join select summarize ungroup +#' @importFrom forecast Arima auto.arima ets forecast na.interp #' @importFrom graphics abline axis mtext par plot points polygon rect text #' @importFrom grDevices rgb #' @importFrom httr content GET stop_for_status -#' @importFrom lubridate as_date is.Date month year -#' @importFrom magrittr %>% extract2 -#' @importFrom portalr download_observations fcast_ndvi -#' find_incomplete_censuses get_future_moons ndvi summarize_rodent_data -#' weather -#' @importFrom purrr map -#' @importFrom RCurl getURL +#' @importFrom lubridate month year +#' @importFrom portalr find_incomplete_censuses get_future_moons +#' load_trapping_data ndvi summarize_rodent_data weather +#' @importFrom readr read_csv #' @importFrom rlang !! !!! .data quo quos -#' @importFrom stats AIC lm na.omit predict qnorm quantile runif -#' @importFrom tidyselect one_of +#' @importFrom stats AIC lm na.omit predict qnorm quantile rnorm runif #' @importFrom tscount tsglm -#' @importFrom utils download.file packageDescription read.csv read.table -#' tail write.csv write.table +#' @importFrom utils download.file packageDescription read.csv sessionInfo +#' tail unzip write.csv write.table #' @importFrom viridis viridis #' @importFrom yaml as.yaml yaml.load_file #' -#' @title Functions for Portal Forecasting +#' @title Functions for Portal -casting (Forecasting and Hindcasting) #' #' @description This package contains the functions used for continuous -#' analysis and forecasting of -#' \href{https://portal.weecology.org/}{Portal rodent populations}, -#' as implemented in the -#' \href{https://github.com/weecology/portalPredictions}{Portal Predictions repository}. -#' Functions in \code{portalcasting} are designed to be portable, allowing -#' users to set up a fully-functional replica repository for development -#' and testing of new models. +#' analysis and forecasting of +#' \href{https://portal.weecology.org/}{Portal rodent populations}, +#' as implemented in the +#' \href{https://bit.ly/2Lo2xnQ}{Portal Predictions repository}. \cr +#' Functions in \code{portalcasting} are designed to be portable, allowing +#' users to set up a fully-functional replica repository for development +#' and testing of new models (a.k.a. \emph{sandboxing}) in the same +#' directory and codebase as the production pipeline. #' #' @name portalcasting #' @@ -45,13 +42,15 @@ NULL # To quiet concerns of R CMD check re: variables used in non-standard eval if (getRversion() >= "2.15.1"){ utils::globalVariables( - c(".", "aic", "censusdate", "currency", "date", "date_made", "delta_aic", - "ensemble_estimate", "ensemble_var", - "estimate", "fit_end_newmoon", "fit_start_newmoon", - "forecast_newmoon", "forecastmonth", "forecastyear", "initial_newmoon", - "level", "LowerPI", "maxtemp", "meantemp", "mintemp", "model_var", - "newmoondate", "newmoonnumber", "period", "PI", "precipitation", - "species", "sum_weight", "treatment", "locally_measured", "battery_low", - "UpperPI", "weight", "weighted_ss") + c(".", "aic", "battery_low", "cast_moon", "castmonth", "castyear", + "censusdate", "currency", "day", "date_made", "delta_aic", + "ensemble_estimate", "ensemble_var", "estimate", + "fit_end_moon", "fit_start_moon", + "forecast_moon", "initial_moon", "level", + "locally_measured", "LowerPI", "main", "maxtemp", "meantemp", + "mintemp", "model_var", "moondate", "moon", "newmoondate", + "precipitation", "species", "sum_weight", "UpperPI", "weight", + "weighted_ss") ) -} \ No newline at end of file +} + diff --git a/R/prefab_models.R b/R/prefab_models.R new file mode 100644 index 000000000..2cca11b7d --- /dev/null +++ b/R/prefab_models.R @@ -0,0 +1,590 @@ +#' @title Functions for the prefab portalcasting models +#' +#' @description Functions used for fitting the prefab models. For detailed +#' descriptions of the models, see the +#' \href{https://bit.ly/2xP9jKI}{model vignette}. \cr \cr +#' \code{AutoArima} fits a flexible auto-regressive integrated +#' moving average model using \code{\link[forecast]{auto.arima}}. \cr \cr +#' \code{NaiveArima} fits a baseline random walk with no drift model as an +#' ARIMA(0,1,0) using \code{\link[forecast]{Arima}}. \cr \cr +#' \code{ESSS} fits a flexible exponential smoothing state space +#' model with the possibility of multiplicative trends using +#' \code{\link[forecast]{ets}}. \cr \cr +#' \code{nbGARCH} fits a generalized autoregresive conditional +#' heteroscedasticity model with overdispersion (\emph{i.e.}, a negative +#' binomial response variable) using \code{\link[tscount]{tsglm}}. \cr \cr +#' \code{nbsGARCH} fits a seasonal generalized autoregresive conditional +#' heteroscedasticity model with overdispersion (\emph{i.e.}, a negative +#' binomial response variable) using \code{\link[tscount]{tsglm}}. \cr \cr +#' \code{pevGARCH} fits a set of generalized autoregressive conditional +#' heteroscedasticity models with Poisson response variables and +#' environmental covariates (max temp, mean temp, min temp, precipitation, +#' and NDVI) using \code{\link[tscount]{tsglm}}. +#' +#' @details +#' \code{AutoArima} \cr +#' Because the seasonality and sampling occurring with different +#' frequencies, which \code{\link[forecast]{auto.arima}} cannot accommodate, +#' seasonal AutoArima models are not included. \cr \cr +#' \code{pevGARCH} \cr +#' Environmental predictors have an optional \code{lag} time, which is +#' currently structured to impact all covariates the same and defaults to +#' \code{6}. \cr +#' All covariate models are fit and the best model (by AIC) is selected for +#' use. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param data_set \code{character} value name of the rodent data set, such as +#' (\code{"all"} or \code{"controls"}). +#' +#' @param quiet \code{logical} value indicating if the function should be +#' quiet. +#' +#' @param lag \code{integer} (or integer \code{numeric}) of the lag time to +#' use for the covariates. +#' +#' @param verbose \code{logical} indicator of whether or not to print out +#' all of the information or not (and thus just the tidy messages). +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. +#' +#' @return \code{list} of [1] model metadata \code{list} (\code{"metadata"}), +#' [2] cast summary \code{data.frame} (\code{"cast_tab"}), +#' [3] \code{list} of model fit objects (\code{"model_fits"}), and +#' [4] \code{list} of model cast objects (\code{"model_casts"}). +#' +#' @references +#' Hyndman R., Bergmeir C., Caceres G., Chhay L., O'Hara-Wild M., Petropoulos +#' F., Razbash S., Wang E., and Yasmeen F. 2018. forecast: Forecasting +#' functions for time series and linear models. +#' \href{http://pkg.robjhyndman.com/forecast}{R package version 8.3}. +#' +#' Liboschik T., Fokianos K., and Fried R. 2017. tscount: An R Package for +#' Analysis of Count Time Series Following Generalized Linear Models. +#' \emph{Journal of Statistical Software} \strong{82}:5, 1-51. +#' \href{http://doi.org/10.18637/jss.v082.i05}{URL}. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' AutoArima() +#' NaiveArima() +#' ESSS() +#' nbGARCH() +#' nbsGARCH() +#' pevGARCH() +#' } +#' +#' @name prefab_model_functions +#' +NULL + +#' @rdname prefab_model_functions +#' +#' @export +#' +AutoArima <- function(main = ".", data_set = "all", + control_files = files_control(), quiet = FALSE, + verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks) + data_set <- tolower(data_set) + + messageq(paste0(" -AutoArima for ", data_set), quiet) + + rodents_table <- read_rodents_table(main = main, data_set = data_set, + arg_checks = arg_checks) + species <- species_from_table(rodents_tab = rodents_table, total = TRUE, + nadot = TRUE, arg_checks = arg_checks) + nspecies <- length(species) + + metadata <- read_metadata(main = main, control_files = control_files, + arg_checks = arg_checks) + cast_moons <- metadata$rodent_cast_moons + nmoons <- length(cast_moons) + CL <- metadata$confidence_level + data_set_controls <- metadata$controls_r[[data_set]] + mods <- named_null_list(species) + casts <- named_null_list(species) + cast_tab <- data.frame() + + for (i in 1:nspecies){ + s <- species[i] + ss <- gsub("NA.", "NA", s) + messageq(paste0(" -", ss), !verbose) + abund_s <- rodents_table[ , s] + if(sum(abund_s, na.rm = TRUE) == 0){ + next() + } + mods[[i]] <- auto.arima(abund_s) + casts[[i]] <- forecast(mods[[i]], h = nmoons, level = CL) + casts[[i]] <- data.frame(casts[[i]], moon = cast_moons) + + cast_tab_s <- data.frame(cast_date = metadata$cast_date, + cast_month = metadata$rodent_cast_months, + cast_year = metadata$rodent_cast_years, + moon = metadata$rodent_cast_moons, + currency = data_set_controls$output, + model = "AutoArima", data_set = data_set, + species = ss, + estimate = casts[[i]][ ,"Point.Forecast"], + lower_pi = casts[[i]][ ,paste0("Lo.", CL * 100)], + upper_pi = casts[[i]][ ,paste0("Hi.", CL * 100)], + start_moon = metadata$start_moon, + end_moon = metadata$end_moon, + stringsAsFactors = FALSE) + cast_tab <- rbind(cast_tab, cast_tab_s) + } + metadata <- update_list(metadata, models = "AutoArima", + data_sets = data_set, + controls_r = data_set_controls, + arg_checks = arg_checks) + list(metadata = metadata, cast_tab = cast_tab, model_fits = mods, + model_casts = casts) +} + + + + + +#' @rdname prefab_model_functions +#' +#' @export +#' +NaiveArima <- function(main = ".", data_set = "all", + control_files = files_control(), quiet = FALSE, + verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + data_set <- tolower(data_set) + + messageq(paste0(" -NaiveArima for ", data_set), quiet) + + rodents_table <- read_rodents_table(main = main, data_set = data_set, + arg_checks = arg_checks) + species <- species_from_table(rodents_tab = rodents_table, total = TRUE, + nadot = TRUE, arg_checks = arg_checks) + nspecies <- length(species) + + metadata <- read_metadata(main = main, control_files = control_files, + arg_checks = arg_checks) + cast_moons <- metadata$rodent_cast_moons + nmoons <- length(cast_moons) + CL <- metadata$confidence_level + data_set_controls <- metadata$controls_rodents[[data_set]] + + mods <- named_null_list(species) + casts <- named_null_list(species) + cast_tab <- data.frame() + + for (i in 1:nspecies){ + s <- species[i] + ss <- gsub("NA.", "NA", s) + messageq(paste0(" -", ss), !verbose) + abund_s <- rodents_table[ , s] + if(sum(abund_s, na.rm = TRUE) == 0){ + next() + } + mods[[i]] <- Arima(abund_s, order = c(0, 1, 0)) + casts[[i]] <- forecast(mods[[i]], h = nmoons, level = CL) + casts[[i]] <- data.frame(casts[[i]], moon = cast_moons) + + cast_tab_s <- data.frame(cast_date = metadata$cast_date, + cast_month = metadata$rodent_cast_months, + cast_year = metadata$rodent_cast_years, + moon = metadata$rodent_cast_moons, + currency = data_set_controls$output, + model = "NaiveArima", data_set = data_set, + species = ss, + estimate = casts[[i]][ ,"Point.Forecast"], + lower_pi = casts[[i]][ ,paste0("Lo.", CL * 100)], + upper_pi = casts[[i]][ ,paste0("Hi.", CL * 100)], + start_moon = metadata$start_moon, + end_moon = metadata$end_moon, + stringsAsFactors = FALSE) + cast_tab <- rbind(cast_tab, cast_tab_s) + } + metadata <- update_list(metadata, models = "NaiveArima", + data_sets = data_set, + controls_r = data_set_controls, + arg_checks = arg_checks) + list(metadata = metadata, cast_tab = cast_tab, model_fits = mods, + model_casts = casts) +} + + + + +#' @rdname prefab_model_functions +#' +#' @export +#' +ESSS <- function(main = ".", data_set = "all_interp", + control_files = files_control(), quiet = FALSE, + verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + data_set <- tolower(data_set) + messageq(paste0(" -ESSS for ", data_set), quiet) + + rodents_table <- read_rodents_table(main = main, data_set = data_set, + arg_checks = arg_checks) + species <- species_from_table(rodents_tab = rodents_table, total = TRUE, + nadot = TRUE, arg_checks = arg_checks) + nspecies <- length(species) + + metadata <- read_metadata(main = main, control_files = control_files, + arg_checks = arg_checks) + cast_moons <- metadata$rodent_cast_moons + nmoons <- length(cast_moons) + CL <- metadata$confidence_level + data_set_controls <- metadata$controls_rodents[[data_set]] + + mods <- named_null_list(species) + casts <- named_null_list(species) + cast_tab <- data.frame() + + for (i in 1:nspecies){ + s <- species[i] + ss <- gsub("NA.", "NA", s) + messageq(paste0(" -", ss), !verbose) + abund_s <- rodents_table[ , s] + if(sum(abund_s, na.rm = TRUE) == 0){ + next() + } + + mods[[i]] <- ets(abund_s) + casts[[i]] <- forecast(mods[[i]], h = nmoons, level = CL, + allow.multiplicative.trend = TRUE) + casts[[i]] <- data.frame(casts[[i]], moon = cast_moons) + + cast_tab_s <- data.frame(cast_date = metadata$cast_date, + cast_month = metadata$rodent_cast_months, + cast_year = metadata$rodent_cast_years, + moon = metadata$rodent_cast_moons, + currency = data_set_controls$output, + model = "ESSS", data_set = data_set, + species = ss, + estimate = casts[[i]][ ,"Point.Forecast"], + lower_pi = casts[[i]][ ,paste0("Lo.", CL * 100)], + upper_pi = casts[[i]][ ,paste0("Hi.", CL * 100)], + start_moon = metadata$start_moon, + end_moon = metadata$end_moon, + stringsAsFactors = FALSE) + cast_tab <- rbind(cast_tab, cast_tab_s) + } + metadata <- update_list(metadata, models = "ESSS", + data_sets = data_set, + controls_r = data_set_controls, + arg_checks = arg_checks) + list(metadata = metadata, cast_tab = cast_tab, model_fits = mods, + model_casts = casts) +} + + +#' @rdname prefab_model_functions +#' +#' @export +#' +nbGARCH <- function(main = ".", data_set = "all_interp", + control_files = files_control(), quiet = FALSE, + verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + data_set <- tolower(data_set) + messageq(paste0(" -nbGARCH for ", data_set), quiet) + + rodents_table <- read_rodents_table(main = main, data_set = data_set, + arg_checks = arg_checks) + species <- species_from_table(rodents_tab = rodents_table, total = TRUE, + nadot = TRUE, arg_checks = arg_checks) + nspecies <- length(species) + + metadata <- read_metadata(main = main, control_files = control_files, + arg_checks = arg_checks) + cast_moons <- metadata$rodent_cast_moons + nmoons <- length(cast_moons) + CL <- metadata$confidence_level + data_set_controls <- metadata$controls_rodents[[data_set]] + + mods <- named_null_list(species) + casts <- named_null_list(species) + cast_tab <- data.frame() + + for (i in 1:nspecies){ + s <- species[i] + ss <- gsub("NA.", "NA", s) + messageq(paste0(" -", ss), !verbose) + abund_s <- rodents_table[ , s] + if(sum(abund_s, na.rm = TRUE) == 0){ + next() + } + past <- list(past_obs = 1, past_mean = 12) + mods[[i]] <- tryCatch( + tsglm(abund_s, model = past, distr = "nbinom", + link = "log"), + warning = function(x){NA}, + error = function(x){NA}) + if(all(is.na(mods[[i]])) || AIC(mods[[i]]) == Inf){ + mods[[i]] <- tryCatch( + tsglm(abund_s, model = past, distr = "poisson", + link = "log"), + warning = function(x){NA}, + error = function(x){NA}) + } + if(!all(is.na(mods[[i]]))){ + casts[[i]] <- predict(mods[[i]], nmoons, level = CL) + casts[[i]]$moon <- cast_moons + } + + estimate <- as.numeric(casts[[i]]$pred) + lower_pi <- as.numeric(casts[[i]]$interval[ , 1]) + upper_pi <- as.numeric(casts[[i]]$interval[ , 2]) + + cast_tab_s <- data.frame(cast_date = metadata$cast_date, + cast_month = metadata$rodent_cast_months, + cast_year = metadata$rodent_cast_years, + moon = metadata$rodent_cast_moons, + currency = data_set_controls$output, + model = "nbGARCH", data_set = data_set, + species = ss, + estimate = estimate, + lower_pi = lower_pi, + upper_pi = upper_pi, + start_moon = metadata$start_moon, + end_moon = metadata$end_moon, + stringsAsFactors = FALSE) + + cast_tab <- rbind(cast_tab, cast_tab_s) + } + metadata <- update_list(metadata, models = "nbGARCH", + data_sets = data_set, + controls_r = data_set_controls, + arg_checks = arg_checks) + list(metadata = metadata, cast_tab = cast_tab, model_fits = mods, + model_casts = casts) +} + +#' @rdname prefab_model_functions +#' +#' @export +#' +nbsGARCH <- function(main = ".", data_set = "all_interp", + control_files = files_control(), quiet = FALSE, + verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + data_set <- tolower(data_set) + messageq(paste0(" -nbsGARCH for ", data_set), quiet) + rodents_table <- read_rodents_table(main = main, data_set = data_set, + arg_checks = arg_checks) + species <- species_from_table(rodents_tab = rodents_table, total = TRUE, + nadot = TRUE, arg_checks = arg_checks) + nspecies <- length(species) + + metadata <- read_metadata(main = main, control_files = control_files, + arg_checks = arg_checks) + moons <- read_moons(main = main, control_files = control_files, + arg_checks = arg_checks) + moon_foys <- foy(dates = moons$moondate, arg_checks = arg_checks) + sin2pifoy <- sin(2 * pi * moon_foys) + cos2pifoy <- cos(2 * pi * moon_foys) + fouriers <- data.frame(sin2pifoy, cos2pifoy) + cast_moons <- metadata$rodent_cast_moons + nmoons <- length(cast_moons) + CL <- metadata$confidence_level + data_set_controls <- metadata$controls_rodents[[data_set]] + + for_hist <- which(moons$moon %in% rodents_table$moon) + for_cast <- which(moons$moon %in% cast_moons) + predictors <- fouriers[for_hist, ] + cast_predictors <- fouriers[for_cast, ] + + mods <- named_null_list(species) + casts <- named_null_list(species) + cast_tab <- data.frame() + + for (i in 1:nspecies){ + s <- species[i] + ss <- gsub("NA.", "NA", s) + messageq(paste0(" -", ss), !verbose) + abund_s <- rodents_table[ , s] + if(sum(abund_s, na.rm = TRUE) == 0){ + next() + } + past <- list(past_obs = 1, past_mean = 12) + + mods[[i]] <- tryCatch( + tsglm(abund_s, model = past, distr = "nbinom", + xreg = predictors, link = "log"), + warning = function(x){NA}, + error = function(x){NA}) + if(all(is.na(mods[[i]])) || AIC(mods[[i]]) == Inf){ + mods[[i]] <- tryCatch( + tsglm(abund_s, model = past, distr = "poisson", + xreg = predictors, link = "log"), + warning = function(x){NA}, + error = function(x){NA}) + } + if(!all(is.na(mods[[i]]))){ + casts[[i]] <- predict(mods[[i]], nmoons, level = CL, + newxreg = cast_predictors) + casts[[i]]$moon <- cast_moons + } + + estimate <- as.numeric(casts[[i]]$pred) + lower_pi <- as.numeric(casts[[i]]$interval[ , 1]) + upper_pi <- as.numeric(casts[[i]]$interval[ , 2]) + + cast_tab_s <- data.frame(cast_date = metadata$cast_date, + cast_month = metadata$rodent_cast_months, + cast_year = metadata$rodent_cast_years, + moon = metadata$rodent_cast_moons, + currency = data_set_controls$output, + model = "nbsGARCH", data_set = data_set, + species = ss, + estimate = estimate, + lower_pi = lower_pi, + upper_pi = upper_pi, + start_moon = metadata$start_moon, + end_moon = metadata$end_moon, + stringsAsFactors = FALSE) + + cast_tab <- rbind(cast_tab, cast_tab_s) + } + metadata <- update_list(metadata, models = "nbsGARCH", + data_sets = data_set, + controls_r = data_set_controls, + arg_checks = arg_checks) + list(metadata = metadata, cast_tab = cast_tab, model_fits = mods, + model_casts = casts) +} + + +#' @rdname prefab_model_functions +#' +#' @export +#' +pevGARCH <- function(main = ".", data_set = "all_interp", lag = 6, + control_files = files_control(), quiet = FALSE, + verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks) + data_set <- tolower(data_set) + messageq(paste0(" -pevGARCH for ", data_set), quiet) + + rodents_table <- read_rodents_table(main = main, data_set = data_set, + arg_checks = arg_checks) + species <- species_from_table(rodents_tab = rodents_table, total = TRUE, + nadot = TRUE, arg_checks = arg_checks) + nspecies <- length(species) + + metadata <- read_metadata(main = main, control_files = control_files, + arg_checks = arg_checks) + cast_moons <- metadata$rodent_cast_moons + nmoons <- length(cast_moons) + CL <- metadata$confidence_level + + covariates <- read_covariates(main = main, control_files = control_files, + arg_checks = arg_checks) + covar_lag <- lag_covariates(covariates, lag, tail = TRUE) + for_hist <- which(covar_lag$moon %in% rodents_table$moon) + for_cast <- which(covar_lag$moon %in% cast_moons) + covar_hist <- covar_lag[for_hist, ] + if (metadata$end_moon == metadata$last_moon){ + covar_cast <- covar_lag[for_cast, ] + } else { + covariate_casts <- read_covariate_casts(main = main, + control_files = control_files, + quiet = quiet, verbose = verbose, + arg_checks = arg_checks) + covar_casts_lag <- lag_covariates(covariate_casts, lag, tail = TRUE) + last_cov_nm <- max(covar_hist$moon) - lag + nm_in <- covar_casts_lag$cast_moon == last_cov_nm + s_in <- covar_casts_lag$source == metadata$covariate_source + dm_in <- covar_casts_lag$date_made == metadata$covariate_date_made + covar_cast <- covar_casts_lag[nm_in & dm_in & s_in, ] + } + mods <- named_null_list(species) + casts <- named_null_list(species) + cast_tab <- data.frame() + data_set_controls <- metadata$controls_rodents[[data_set]] + models <- covariate_models("pevGARCH") + nmodels <- length(models) + + for (i in 1:nspecies){ + s <- species[i] + ss <- gsub("NA.", "NA", s) + messageq(paste0(" -", ss), !verbose) + abund_s <- rodents_table[ , s] + if(sum(abund_s, na.rm = TRUE) == 0){ + next() + } + past <- list(past_obs = 1, past_mean = 12) + model_count <- 1 + + mods_i <- named_null_list(models) + casts_i <- named_null_list(models) + AICs <- rep(NA, nmodels) + for(j in 1:nmodels){ + m <- models[j] + model_name <- paste(m[[1]], collapse = ", ") + model_name <- ifnull(model_name, "") + messageq(paste0(" -", j, ": ", model_name), !verbose) + predictors <- NULL + cast_predictors <- NULL + if (!(is.null(unlist(m)))){ + predictors <- select(covar_hist, unlist(m)) + cast_predictors <- select(covar_cast, unlist(m)) + } + mods_i[[j]] <- tryCatch(tsglm(abund_s, model = past, distr = "poisson", + xreg = predictors, link = "log"), + warning = function(x){NA}, + error = function(x) {NA}) + if(!all(is.na(mods_i[[j]]))){ + casts_i[[j]] <- tryCatch(predict(mods_i[[j]], nmoons, level = CL, + newxreg = cast_predictors), + warning = function(x){NA}, + error = function(x) {NA}) + } + AICs[j] <- tryCatch(AIC(mods_i[[j]]), + error = function(x) {Inf}) + } + if(all(AICs == Inf)){ + next() + } + best_mod <- which.min(AICs) + + mods[[i]] <- mods_i[[best_mod]] + casts[[i]] <- casts_i[[best_mod]] + casts[[i]]$moon <- cast_moons + + estimate <- as.numeric(casts[[i]]$pred) + lower_pi <- as.numeric(casts[[i]]$interval[, 1]) + upper_pi <- as.numeric(casts[[i]]$interval[, 2]) + + cast_tab_s <- data.frame(cast_date = metadata$cast_date, + cast_month = metadata$rodent_cast_months, + cast_year = metadata$rodent_cast_years, + moon = metadata$rodent_cast_moons, + currency = data_set_controls$output, + model = "pevGARCH", data_set = data_set, + species = ss, + estimate = estimate, + lower_pi = lower_pi, + upper_pi = upper_pi, + start_moon = metadata$start_moon, + end_moon = metadata$end_moon, + stringsAsFactors = FALSE) + + cast_tab <- rbind(cast_tab, cast_tab_s) + } + metadata <- update_list(metadata, models = "pevGARCH", + data_sets = data_set, + controls_r = data_set_controls, + arg_checks = arg_checks) + list(metadata = metadata, cast_tab = cast_tab, model_fits = mods, + model_casts = casts) +} + diff --git a/R/prepare_covariates.R b/R/prepare_covariates.R index 7705d90af..b25423c06 100644 --- a/R/prepare_covariates.R +++ b/R/prepare_covariates.R @@ -1,197 +1,266 @@ -#' @title Prepare covariate data table +#' @title Prepare covariate data for casting #' -#' @description Prepare covariate data for forecasting or hindcasting, -#' including saving out the data and appending the new forecasts of -#' covariates to the existing covariate forecast table. +#' @description Combine the historical and cast covariate data for a model +#' run. \cr \cr See \code{\link{prep_hist_covariates}} and +#' \code{\link{prep_cast_covariates}} for the historical and -casted +#' covariate preparation details, respectively. #' -#' @param moons Class-\code{moons} \code{data.frame} containing the historic -#' and future newmoons, as produced by \code{\link{prep_moons}}. +#' @param main \code{character} value of the name of the main component of +#' the directory tree. #' -#' @param options_covariates A class-\code{covariates_options} \code{list} of -#' settings controlling the covariates data creation. +#' @param moons Moons \code{data.frame}. See \code{\link{prep_moons}}. #' -#' @return Covariate data table as a code{covariates}-class \code{data.frame}. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' prep_covariates() -#' } -#' -#' @export +#' @param lead_time \code{integer} (or integer \code{numeric}) value for the +#' number of timesteps forward a cast will cover. #' -prep_covariates <- function(moons = prep_moons(), - options_covariates = covariates_options()){ - check_args() - msg <- "Loading covariate data files into data subdirectory" - messageq(msg, options_covariates$quiet) - hist_cov <- prep_hist_covariates(options_covariates) - - if (options_covariates$cov_fcast){ - fcast_cov <- prep_fcast_covariates(hist_cov, moons, options_covariates) - } - out <- hist_cov[-(1:nrow(hist_cov)), ] - if (options_covariates$cov_hist){ - out <- bind_rows(out, hist_cov) - } - if (options_covariates$cov_fcast){ - out <- bind_rows(out, fcast_cov) - } - dataout(out, options_covariates) -} - -#' @title Transfer the historical covariate data forecasts to the data folder +#' @param min_lag \code{integer} (or integer \code{numeric}) of the minimum +#' covariate lag time used in any model. #' -#' @description Currently, the historical covariate covariate forecasts are -#' held in the \code{extdata} folder in the package directory, and the -#' transfer is hard-wired to come from there. This will be relaxed in the -#' future. +#' @param cast_date \code{Date} from which future is defined (the origin of +#' the cast). In the recurring forecasting, is set to today's date +#' using \code{\link{Sys.Date}}. #' -#' @param options_data Class-\code{data_options} \code{list} of control -#' options \code{list}s for setting up the data structures. +#' @param end_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the last sample to be included. Default value is \code{NULL}, which +#' equates to the most recently included sample. #' -#' @export +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. #' -transfer_hist_covariate_forecasts <- function(options_data = data_options()){ - check_args() - path_to <- file_paths(options_data$tree, "data/covariate_forecasts.csv") - - fname <- "extdata/covariate_forecasts.csv" - path_from <- system.file(fname, package = "portalcasting") - if (!file.exists(path_from)){ - stop("Historical covariate forecast data not found.") - } - temp <- read.csv(path_from, stringsAsFactors = FALSE) - - if (!file.exists(path_to)){ - msg <- "Loading historical covariate forecasts into data subdirectory" - messageq(msg, options_data$quiet) - write.csv(temp, path_to, row.names = FALSE) - } else{ - exists <- read.csv(path_to, stringsAsFactors = FALSE) - if (max(temp$date_made) > max(exists$date_made)){ - msg <- "Updating historical covariate forecasts" - message(msg, options_data$quiet) - write.csv(temp, path_to, row.names = FALSE) - } - } -} - -#' @title Prepare historical covariates data +#' @param verbose \code{logical} indicator if detailed messages should be +#' shown. #' -#' @description Create a data table of historical weather and NDVI data. +#' @param control_climate_dl \code{list} of specifications for the download, +#' which are sent to \code{\link{NMME_urls}} to create the specific URLs. See +#' \code{\link{climate_dl_control}}. #' -#' @param options_covariates A class-\code{covariates_options} \code{list} of -#' settings controlling the covariates data creation. +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. #' -#' @return Historical covariate data table as a code{covariates}-class -#' \code{data.frame}. +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. #' +#' @return \code{data.frame} of historical and -casted covariates, combined +#' and saved out to \code{filename} if indicated by \code{save}. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' prep_covariates() +#' } +#' #' @export #' -prep_hist_covariates <- function(options_covariates = covariates_options()){ - check_args() - tree <- options_covariates$tree - weather_data <- prep_weather_data(tree = tree) - ndvi_data <- ndvi("newmoon", fill = TRUE, path = main_path(tree)) - out <- right_join(weather_data, ndvi_data, by = "newmoonnumber") - out$source <- "hist" - if (!is.null(options_covariates$end)){ - end_step <- options_covariates$end[options_covariates$hind_step] - out <- out[which(out$newmoonnumber <= end_step), ] - } - classy(out, c("covariates", "data.frame")) +prep_covariates <- function(main = ".", moons = NULL, end_moon = NULL, + lead_time = 12, min_lag = 6, + cast_date = Sys.Date(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + quiet = TRUE, verbose = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + messageq(" -covariate data files", quiet) + hist_cov <- prep_hist_covariates(main = main, end_moon = end_moon, + quiet = quiet, arg_checks = arg_checks) + cast_cov <- prep_cast_covariates(main = main, moons = moons, + hist_cov = hist_cov, + end_moon = end_moon, + lead_time = lead_time, min_lag = min_lag, + cast_date = cast_date, + control_files = control_files, + control_climate_dl = control_climate_dl, + quiet = quiet, verbose = verbose, + arg_checks = arg_checks) + out <- bind_rows(hist_cov, cast_cov) + + write_data(dfl = out, main = main, save = control_files$save, + filename = control_files$filename_cov, + overwrite = control_files$overwrite, + quiet = !verbose, arg_checks = arg_checks) } -#' @title Prepare forecast covariate data table -#' -#' @description Prepare forecasts of covariate data as needed for rodent -#' forecasting, including appending the new forecasts of covariates to the -#' existing covariate forecast table + +#' @title Prepare historical covariates data #' -#' @param hist_cov Historical covariate data table as a code{covariates}-class -#' \code{data.frame}, returned from \code{\link{prep_hist_covariates}}. +#' @description +#' \code{prep_hist_covariates} creates a \code{data.frame} of historical +#' weather and NDVI data. Automatically goes all the way back to the +#' beginning of the available data, as the table is automatically trimmed +#' later. \cr \cr +#' \code{prep_weather_data} creates a \code{data.frame} of historical +#' weather data using \code{\link[portalr]{weather}}. \cr \cr +#' NDVI data are generated by \code{\link[portalr]{ndvi}}. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param end_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the last sample to be included. Default value is \code{NULL}, which +#' equates to the most recently included sample. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. +#' +#' @return +#' \code{prep_hist_covariates}: historical covariate data table as a +#' \code{data.frame}. \cr \cr +#' \code{prep_weather_data}: \code{data.frame} of historical weather data. #' -#' @param moons Class-\code{moons} \code{data.frame} containing the historic -#' and future newmoons, as produced by \code{\link{prep_moons}}. +#' @examples +#' \donttest{ +#' create_dir() +#' fill_raw() +#' prep_hist_covariates() +#' prep_weather_data() +#' } #' -#' @param options_covariates A class-\code{covariates_options} \code{list} of -#' settings controlling the covariates data creation. +#' @name prepare_historical_covariates #' -#' @return Covariate data table as a code{covariates}-class \code{data.frame} -#' ready for casting. +NULL + +#' @rdname prepare_historical_covariates #' #' @export #' -prep_fcast_covariates <- function(hist_cov = prep_hist_covariates(), - moons = prep_moons(), - options_covariates = covariates_options()){ - check_args() - update_covfcast_options(options_covariates, hist_cov, moons) %>% - forecast_covariates(hist_cov, moons, .) %>% - append_cov_fcast_csv(options_covariates) %>% - select(-forecast_newmoon) %>% - mutate("source" = "fcast") %>% - classy(class = c("covariates", "data.frame")) +prep_hist_covariates <- function(main = ".", end_moon = NULL, + quiet = TRUE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + weather_data <- prep_weather_data(main = main, arg_checks = arg_checks) + raw_path <- raw_path(main = main, arg_checks = arg_checks) + ndvi_data <- ndvi(level = "newmoon", fill = TRUE, path = raw_path) + out <- right_join(weather_data, ndvi_data, by = "newmoonnumber") + out$source <- "hist" + colnames(out)[which(colnames(out) == "newmoonnumber")] <- "moon" + if (!is.null(end_moon)){ + out <- out[which(out$moon <= end_moon), ] + } + data.frame(out) } -#' @title Prepare historical weather data -#' -#' @description Create a data table of historical weather data using -#' \code{\link[portalr]{weather}}. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @return \code{data.frame} of historical weather data. +#' @rdname prepare_historical_covariates #' #' @export #' -prep_weather_data <- function(tree = dirtree()){ - check_args() +prep_weather_data <- function(main = ".", arg_checks = TRUE){ + check_args(arg_checks = arg_checks) cols <- c("mintemp", "maxtemp", "meantemp", "precipitation", "newmoonnumber") - weather("newmoon", fill = TRUE, path = main_path(tree)) %>% + raw_path <- raw_path(main = main, arg_checks = arg_checks) + weather("newmoon", TRUE, raw_path) %>% ungroup() %>% select(cols) %>% remove_incompletes("newmoonnumber") } - -#' @title Update the data options for covariate forecasts based on existing -#' data -#' -#' @description Update the covariate data control options based on the -#' historical covariate data and moon data. +#' @title Summarize a daily weather table by newmoons #' -#' @param hist_cov Historical covariate data table as a code{covariates}-class -#' \code{data.frame}, returned from \code{\link{prep_hist_covariates}}. +#' @description Summarizes a daily weather table by newmoons. Taking the +#' max date, min of the min temperatures, max of the max temperatures, +#' mean of the mean temperatures, and sum of the precipitation. #' -#' @param moons Class-\code{moons} \code{data.frame} containing the historic -#' and future newmoons, as produced by \code{\link{prep_moons}}. +#' @param x \code{data.frame} of daily weather, with columns named +#' \code{"date"}, \code{"mintemp"}, \code{"maxtemp"}, \code{"meantemp"}, +#' \code{"precipitation"}, and \code{"moon"}. #' -#' @param options_covariates A class-\code{covariates_options} \code{list} of -#' settings controlling the covariates data creation. +#' @return \code{data.frame} of \code{x} summarized and arranged by +#' \code{x$moon}. #' -#' @return An updated \code{covariates_options} \code{list} of control options -#' for covariates. +#' @examples +#' \donttest{ +#' create_dir() +#' fill_raw() +#' "%>%" <- dplyr::"%>%" +#' raw_path <- raw_path() +#' moons <- prep_moons() +#' portalr::weather("daily", TRUE, raw_path) %>% +#' add_date_from_components() %>% +#' dplyr::select(-c(year, month, day, battery_low, locally_measured)) %>% +#' add_moons_from_date(moons) %>% +#' summarize_daily_weather_by_moon() +#' } #' #' @export #' -update_covfcast_options <- function(options_covariates, hist_cov, moons){ - check_args() - prev_newmoon <- max(which(moons$newmoondate < options_covariates$cast_date)) - prev_newmoon <- moons$newmoonnumber[prev_newmoon] - if (options_covariates$cast_type == "hindcasts"){ - prev_newmoon <- options_covariates$end[options_covariates$hind_step] - } - prev_covar_newmoon <- tail(hist_cov, 1)$newmoonnumber - first_fcast_newmoon <- prev_covar_newmoon + 1 - last_fcast_newmoon <- prev_newmoon + options_covariates$lead_time - options_covariates$fcast_nms <- first_fcast_newmoon:last_fcast_newmoon - options_covariates$nfcnm <- length(options_covariates$fcast_nms) - options_covariates +summarize_daily_weather_by_moon <- function(x){ + group_by(x, moon) %>% + summarize(date = max(date, na.rm = TRUE), + mintemp = min(mintemp, na.rm = TRUE), + maxtemp = max(maxtemp, na.rm = TRUE), + meantemp = mean(meantemp, na.rm = TRUE), + precipitation = sum(precipitation, na.rm = TRUE)) %>% + arrange(moon) %>% + select(moon, mintemp, maxtemp, meantemp, precipitation) } + +#' @title Lag covariate data +#' +#' @description Lag the covariate data together based on the new moons +#' +#' @param covariates \code{data.frame} of covariate data to be lagged. +#' +#' @param lag \code{integer} lag between rodent census and covariate data, in +#' new moons. +#' +#' @param tail \code{logical} indicator if the data lagged to the tail end +#' should be retained. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. +#' +#' @return \code{data.frame} with a \code{newmoonnumber} column reflecting +#' the lag. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' covariate_casts <- read_covariate_casts() +#' covar_casts_lag <- lag_covariates(covariate_casts, lag = 2, tail = TRUE) +#' } +#' +#' @export +#' +lag_covariates <- function(covariates, lag, tail = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + covariates$moon_lag <- covariates$moon + lag + + if(tail == FALSE){ + oldest_included_moon <- covariates$moon[1] + most_recent_moon <- covariates$moon[nrow(covariates)] + hist_moons <- oldest_included_moon:most_recent_moon + hist_moons_table <- data.frame(moon = hist_moons) + nm_match <- c("moon_lag" = "moon") + data <- right_join(covariates, hist_moons_table, by = nm_match) + if (lag > 0){ + covariates <- covariates[-(1:lag), ] + } + } + covariates <- select(covariates, -moon) + cn_covariates <- colnames(covariates) + cn_nmn_l <- which(cn_covariates == "moon_lag") + colnames(covariates)[cn_nmn_l] <- "moon" + covariates +} diff --git a/R/prepare_metadata.R b/R/prepare_metadata.R index 1be46edf2..25e2a08a4 100644 --- a/R/prepare_metadata.R +++ b/R/prepare_metadata.R @@ -1,88 +1,190 @@ -#' @title Prepare model metadata +#' @title Prepare a model-running metadata list #' -#' @description Set up the metadata list used for -casting, primarily the -#' time periods. +#' @description Sets up the metadata used for casting, in particular the +#' matching of time period across the data sets. This should always be run +#' after \code{\link{prep_moons}}, \code{\link{prep_rodents}}, and +#' \code{\link{prep_covariates}} before any model is run. #' -#' @param moons Class-\code{moons} \code{data.frame} containing the historic -#' and future newmoons, as produced by \code{\link{prep_moons}}. +#' @param main \code{character} value of the name of the main component of +#' the directory tree. #' -#' @param rodents_list A class-\code{rodents_list} \code{list} of two class- -#' \code{rodents} \code{data.frame}s, \code{all} (abundances on all plots) -#' and \code{controls} (abundances on control plots only). +#' @param models \code{character} vector of name(s) of model(s) to +#' include. #' -#' @param covariates Covariate data table as a code{covariates}-class -#' \code{data.frame} generated by \code{\link{prep_covariates}} +#' @param moons Moons \code{data.frame}. See \code{\link{prep_moons}}. #' -#' @param options_metadata A class-\code{metadata_options} \code{list} of -#' settings controlling the metadata data creation. +#' @param rodents Rodents \code{list}. See \code{\link{prep_rodents}}, +#' +#' @param data_sets \code{character} vector of the rodent data set names +#' that the model is applied to. #' -#' @return Model metadata as a \code{metadata}-class \code{list}. +#' @param covariates Covariates \code{data.frame}. See +#' \code{\link{prep_covariates}}. +#' +#' @param end_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the last sample to be included. Default value is \code{NULL}, which +#' equates to the most recently included sample. +#' +#' @param lead_time \code{integer} (or integer \code{numeric}) value for the +#' number of timesteps forward a cast will cover. +#' +#' @param min_lag \code{integer} (or integer \code{numeric}) of the minimum +#' covariate lag time used in any model. +#' +#' @param cast_date \code{Date} from which future is defined (the origin of +#' the cast). In the recurring forecasting, is set to today's date +#' using \code{\link{Sys.Date}}. +#' +#' @param start_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the first sample to be included. Default value is \code{217}, +#' corresponding to \code{1995-01-01}. +#' +#' @param confidence_level \code{numeric} confidence level used in +#' summarizing model output. Must be between \code{0} and \code{1}. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @param controls_rodents Control \code{list} or \code{list} of control +#' \code{list}s from \code{\link{rodents_controls}} specifying the +#' structuring of the rodents tables. See \code{\link{rodents_controls}} for +#' details. +#' +#' @param controls_model Additional controls for models not in the prefab +#' set. \cr +#' A \code{list} of a single model's script-writing controls or a +#' \code{list} of \code{list}s, each of which is a single model's +#' script-writing controls. \cr +#' Presently, each model's script writing controls +#' should include three elements: \code{name} (a \code{character} value of +#' the model name), \code{covariates} (a \code{logical} indicator of if the +#' model needs covariates), and \code{lag} (an \code{integer}-conformable +#' value of the lag to use with the covariates or \code{NA} if +#' \code{covariates = FALSE}). \cr +#' If only a single model is added, the name of +#' the model from the element \code{name} will be used to name the model's +#' \code{list} in the larger \code{list}. If multiple models are added, each +#' element \code{list} must be named according to the model and the +#' \code{name} element. \cr +#' +#' @param verbose \code{logical} indicator if detailed messages should be +#' shown. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @return \code{list} of casting metadata, which is also saved out as a +#' YAML file (\code{.yaml}) if desired. #' #' @examples -#' \dontrun{ +#' \donttest{ +#' setup_dir() +#' moons <- prep_moons() +#' rodents <- prep_rodents(moons = moons) +#' covariates <- prep_covariates(moons = moons) +#' prep_metadata(moons = moons, rodents = rodents, covariates = covariates) +#' } #' -#' setup_dir() -#' prep_metadata() -#' } -#' #' @export #' -prep_metadata <- function(moons = prep_moons(), - rodents_list = prep_rodents_list(), - covariates = prep_covariates(), - options_metadata = metadata_options()){ - check_args() - msg <- "Loading metadata file into data subdirectory" - messageq(msg, options_metadata$quiet) - - forecast_date <- options_metadata$cast_date - - covariates_fcasts <- which(covariates$source == "fcast") - if (options_metadata$cast_type == "forecasts"){ - which_last_newmoon <- max(which(moons$newmoondate < forecast_date)) - last_newmoon <- moons$newmoonnumber[which_last_newmoon] - } - if (options_metadata$cast_type == "hindcasts"){ - last_newmoon <- max(covariates$newmoonnumber[covariates$source == "hist"]) +prep_metadata <- function(main = ".", models = prefab_models(), + data_sets = NULL, moons = NULL, rodents = NULL, + covariates = NULL, end_moon = NULL, + start_moon = 217, lead_time = 12, min_lag = NULL, + cast_date = Sys.Date(), confidence_level = 0.95, + controls_model = NULL, + controls_rodents = NULL, + control_files = files_control(), + quiet = TRUE, verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks) + filename_config <- control_files$filename_config + filename_meta <- control_files$filename_meta + min_lag_e <- extract_min_lag(models = models, + controls_model = controls_model, + arg_checks = arg_checks) + data_sets_e <- extract_data_sets(models = models, + controls_model = controls_model, + arg_checks = arg_checks) + + min_lag <- ifnull(min_lag, min_lag_e) + data_sets <- ifnull(data_sets, data_sets_e) + + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + rodents <- ifnull(rodents, read_rodents(main = main, + data_sets = data_sets, + arg_checks = arg_checks)) + covariates <- ifnull(covariates, read_covariates(main = main, + control_files = control_files, + arg_checks = arg_checks)) + controls_r <- rodents_controls(data_sets = data_sets, + controls_rodents = controls_rodents, + arg_checks = arg_checks) + messageq(" -metadata file", quiet) + last_moon <- last_moon(main = main, moons = moons, date = cast_date, + arg_checks = arg_checks) + end_moon <- ifnull(end_moon, last_moon) + ncontrols_r <- length(rodents) + last_rodent_moon <- 0 + for(i in 1:ncontrols_r){ + rodent_moon_i <- rodents[[i]]$moon + last_rodent_moon_i <- max(rodent_moon_i[rodent_moon_i <= end_moon], + na.rm = TRUE) + last_rodent_moon <- max(c(last_rodent_moon, last_rodent_moon_i, + na.rm = TRUE)) } - last_rodent_pd_all <- tail(rodents_list$all, 1)$period - last_rodent_pd_control <- tail(rodents_list$control, 1)$period - last_rodent_pd <- max(last_rodent_pd_all, last_rodent_pd_control) - which_last_rodent_pd <- which(moons$period == last_rodent_pd) - last_rodent_newmoon <- moons$newmoonnumber[which_last_rodent_pd] - last_covar_newmoon <- tail(covariates, 1)$newmoonnumber - first_fcast_covar_newmoon <- last_covar_newmoon + 1 - first_fcast_rodent_newmoon <- last_rodent_newmoon + 1 - last_fcast_newmoon <- last_newmoon + options_metadata$lead_time + last_covar_moon <- max(c(covariates$moon, covariates$moon), + na.rm = TRUE) + first_cast_covar_moon <- last_covar_moon + 1 + first_cast_rodent_moon <- last_rodent_moon + 1 + last_cast_moon <- end_moon + lead_time + rodent_cast_moons <- first_cast_rodent_moon:last_cast_moon + which_r_nms <- which(moons$moon %in% rodent_cast_moons) + rodent_nm_dates <- as.Date(moons$moondate[which_r_nms]) + rodent_cast_months <- as.numeric(format(rodent_nm_dates, "%m")) + rodent_cast_years <- as.numeric(format(rodent_nm_dates, "%Y")) - rodent_fcast_newmoons <- first_fcast_rodent_newmoon:last_fcast_newmoon - which_r_nms <- which(moons$newmoonnumber %in% rodent_fcast_newmoons) - rodent_nm_dates <- moons$newmoondate[which_r_nms] - rodent_fcast_months <- as.numeric(format(rodent_nm_dates, "%m")) - rodent_fcast_years <- as.numeric(format(rodent_nm_dates, "%Y")) + covar_cast_moons <- first_cast_covar_moon:last_cast_moon + which_c_nms <- which(moons$moon %in% covar_cast_moons) + covar_nm_dates <- as.Date(moons$moondate[which_c_nms]) + covar_cast_months <- as.numeric(format(covar_nm_dates, "%m")) + covar_cast_years <- as.numeric(format(covar_nm_dates, "%Y")) - covar_fcast_newmoons <- first_fcast_covar_newmoon:last_fcast_newmoon - which_c_nms <- which(moons$newmoonnumber %in% covar_fcast_newmoons) - covar_nm_dates <- moons$newmoondate[which_c_nms] - covar_fcast_months <- as.numeric(format(covar_nm_dates, "%m")) - covar_fcast_years <- as.numeric(format(covar_nm_dates, "%Y")) + cast_type <- ifelse(end_moon == last_moon, "forecast", "hindcast") - out <- list(cast_type = options_metadata$cast_type, - forecast_date = as.character(forecast_date), - covariate_forecast_newmoons = covar_fcast_newmoons, - covariate_forecast_months = covar_fcast_months, - covariate_forecast_years = covar_fcast_years, - rodent_forecast_newmoons = rodent_fcast_newmoons, - rodent_forecast_months = rodent_fcast_months, - rodent_forecast_years = rodent_fcast_years, - confidence_level = options_metadata$confidence_level, - covariate_source = options_metadata$covariate_source, - covariate_date_made = options_metadata$covariate_date_made) - if (options_metadata$save){ - local_path <- paste0("data/", options_metadata$filename) - con_path <- file_paths(options_metadata$tree, local_path) - writeLines(as.yaml(out), con = con_path) - } - classy(out, c(class(out), "metadata")) + cast_meta <- read_casts_metadata(main = main, quiet = quiet, + arg_checks = arg_checks) + cast_group <- max(cast_meta$cast_group) + 1 + + config <- read_directory_config(main = main, + filename_config = + control_files$filename_config, + quiet = quiet, arg_checks = arg_checks) + + + list(cast_group = cast_group, models = models, data_sets = data_sets, + directory_configuration = config, + controls_rodents = controls_r, + cast_type = cast_type, start_moon = start_moon, end_moon = end_moon, + last_moon = last_moon, lead_time = lead_time, + min_lag = min_lag, cast_date = as.character(cast_date), + covariate_cast_moons = covar_cast_moons, + covariate_cast_months = covar_cast_months, + covariate_cast_years = covar_cast_years, + rodent_cast_moons = rodent_cast_moons, + rodent_cast_months = rodent_cast_months, + rodent_cast_years = rodent_cast_years, + confidence_level = confidence_level) %>% + write_data(main = main, save = control_files$save, + filename = control_files$filename_meta, + overwrite = control_files$overwrite, quiet = !verbose, + arg_checks = arg_checks) } \ No newline at end of file diff --git a/R/prepare_models.R b/R/prepare_models.R index 2127bdb54..0420c13de 100644 --- a/R/prepare_models.R +++ b/R/prepare_models.R @@ -1,122 +1,518 @@ -#' @title Provide the names of model scripts in the models subdirectory +prefab_model_controls <- function(){ + list( + AutoArima = list(name = "AutoArima", + data_sets = c("all", "controls"), + covariatesTF = FALSE, + lag = NA), + ESSS = list(name = "ESSS", + data_sets = c("all_interp", "controls_interp"), + covariatesTF = FALSE, + lag = NA), + NaiveArima = list(name = "NaiveArima", + data_sets = c("all", "controls"), + covariatesTF = FALSE, + lag = NA), + nbGARCH = list(name = "nbGARCH", + data_sets = c("all_interp", "controls_interp"), + covariatesTF = FALSE, + lag = NA), + nbsGARCH = list(name = "nbsGARCH", + data_sets = c("all_interp", "controls_interp"), + covariatesTF = FALSE, + lag = NA), + pevGARCH = list(name = "pevGARCH", + data_sets = c("all_interp", "controls_interp"), + covariatesTF = TRUE, lag = 6) + ) +} + + +#' @title Produce the control lists for the model script writing +#' +#' @description The model scripts are written using a generalized function +#' that takes a few arguments that vary among models, and so this function +#' produces the appropriate \code{list} of \code{list}s of model +#' script-writing control arguments. The specific \code{models} must be +#' input by the user, with the default being \code{NULL}, which returns. +#' \code{NULL}. The prefab models (\code{\link{prefab_models}}) have their +#' control lists included already, but any user-created model needs to +#' have controls provided. See \code{Details}. \cr +#' \strong{Users adding models to the prefab set should add their +#' script-writing controls lists to the \code{prefab_controls} object in +#' the source code of the function.} \cr \cr +#' \code{extract_min_lag} provides a simple function to extract the +#' minimum non-0 lag time used across models from the controls lists. #' -#' @description Lets the user know what model scripts are available. +#' @details Any model that is part of the \code{prefab} set +#' (\code{c("AutoArima", "NaiveArima", "ESSS", "nbGARCH", "nbsGARCH", +#' "pevGARCH")}) has its script-writing controls already included internally +#' via the non-exported function \code{prefab_model_controls}. Users +#' only need to include controls for non-prefab \code{models}. \cr \cr +#' Any user-defined \code{models} that are not included in \code{controls_m} +#' will throw an error. \cr \cr +#' If any user-defined \code{controls_m} duplicate any existing controls for +#' the prefab models or if \code{controls_m} contains any duplicate named +#' elements, an error will be thrown. \cr \cr +#' Users interested in adding models to the prefab set should add the +#' controls to the \code{prefab_model_controls} non-exported function +#' found in the \code{prepare_models.R} script. #' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. +#' @param models \code{character} vector of name(s) of model(s) whose +#' script-writing controls need to be included in the \code{list} used +#' to write the scripts. #' -#' @return \code{character} vector of model names. +#' @param controls_model Additional controls for models not in the prefab +#' set. \cr +#' A \code{list} of a single model's script-writing controls or a +#' \code{list} of \code{list}s, each of which is a single model's +#' script-writing controls. \cr +#' Presently, each model's script writing controls should include three +#' elements: +#' \itemize{ +#' \item \code{name}: a \code{character} value of the model name. +#' \item \code{data_sets}: a \code{character} vector of the data set names +#' that the model is applied to. +#' \item \code{covariatesTF}: a \code{logical} indicator of if the +#' model needs covariates. +#' \item \code{lag}: an \code{integer}-conformable value of the lag to use +#' with the covariates or \code{NA} if \code{covariatesTF = FALSE}. +#' } +#' If only a single model is added, the name of the model from the element +#' \code{name} will be used to name the model's \code{list} in the larger +#' \code{list}. If multiple models are added, each element \code{list} must +#' be named according to the model and the \code{name} element. \cr +#' See \code{Details} and \code{Examples}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @return \code{model_controls}: named \code{list} of length equal to +#' the number of elements in \code{models} and with elements that are each +#' \code{list}s of those \code{models}'s script-writing controls. \cr \cr +#' \code{extract_min_lag}: \code{numeric} value of the minimum non-0 lag +#' from any included model or \code{NA} if no models have lags. +#' +#' @examples +#' model_controls(prefab_models()) +#' controls <- list(name = "xx", data_sets = prefab_data_sets(), +#' interpolate = FALSE, covariatesTF = FALSE, lag = NA) +#' model_controls("xx", controls) +#' model_controls(c(prefab_models(), "xx"), controls) +#' model_controls(c("xx", "ESSS"), controls) +#' extract_min_lag() +#' extract_min_lag("AutoArima") #' #' @export #' -model_scripts <- function(tree = dirtree()){ - check_args() - base <- tree$base - main <- tree$main - sub <- "models" - dir_path <- normalizePath(file.path(base, main, sub), mustWork = FALSE) - mod_names <- list.files(dir_path) - mod_names +model_controls <- function(models = NULL, controls_model = NULL, + quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + return_if_null(models) + if(list_depth(controls_model) == 1){ + controls_model <- list(controls_model) + names(controls_model) <- controls_model[[1]]$name + } + nadd <- length(controls_model) + prefab_controls <- prefab_model_controls() + nprefab <- length(prefab_controls) + for(i in 1:nprefab){ + controls_model[nadd + i] <- list(prefab_controls[[i]]) + names(controls_model)[nadd + i] <- names(prefab_controls)[i] + } + missing_controls <- !(models %in% names(controls_model)) + which_missing_controls <- which(missing_controls == TRUE) + nmissing_controls <- length(which_missing_controls) + if(nmissing_controls > 0){ + which_missing <- models[missing_controls] + all_missing <- paste(which_missing, collapse = ", ") + msg <- paste0(" ~no controls input for ", all_missing) + msg <- c(msg, " **assuming controls follow `model_control()`**") + messageq(msg, quiet) + nadd <- length(controls_model) + for(i in 1:nmissing_controls){ + mod_name <- models[which_missing_controls[i]] + + controls_model[[nadd + i]] <- model_control(name = mod_name, + arg_checks = arg_checks) + names(controls_model)[nadd + i] <- mod_name + } + } + replicates <- table(names(controls_model)) + if(any(replicates > 1)){ + which_conflicting <- names(replicates)[which(replicates > 1)] + all_conflicting <- paste(which_conflicting, collapse = ", ") + msg <- paste0("conflicting copies of model(s): ", all_conflicting) + stop(msg) + } + included_models <- which(names(controls_model) %in% models) + controls_model[included_models] } -#' @title Provide the names of models +#' @rdname model_controls #' -#' @description Based on a \code{set}, returns a character vector of model -#' names to be included. Currently only support for \code{set = "prefab"}. +#' @export #' -#' @param add \code{character} vector of name(s) of model(s) to add to the -#' setup by \code{model_set}. +extract_min_lag <- function(models = prefab_models(), controls_model = NULL, + quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + controls <- model_controls(models = models, + controls_model = controls_model, + quiet = quiet, arg_checks = arg_checks) + nmods <- length(controls) + lags <- rep(NA, nmods) + for(i in 1:nmods){ + lag_i <- controls[[i]]$lag + lags[i] <- ifelse(is.na(lag_i), Inf, lag_i) + } + min_lag <- min(lags) + ifelse(min_lag == Inf, NA, min_lag) +} + +#' @rdname model_controls #' -#' @param model_set \code{character} value of the type of model (currently -#' only support for \code{"prefab"} and \code{"wEnsemble"}). Use \code{NULL} -#' to build a custom set from scratch via \code{add}. +#' @export +#' +extract_data_sets <- function(models = prefab_models(), + controls_model = NULL, + quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + controls <- model_controls(models = models, + controls_model = controls_model, + quiet = quiet, arg_checks = arg_checks) + nmods <- length(controls) + data_sets <- NULL + for(i in 1:nmods){ + data_sets <- unique(c(data_sets, controls[[i]]$data_sets)) + } + data_sets +} + +#' @title Provide the names of the prefab models +#' +#' @description Create a \code{character} vector of the names of the models +#' to be included including the pre-fabricated (prefab) models, extracting +#' them from the \code{prefab_model_controls} internal function. \cr \cr +#' The currently prefabricated models include \code{"AutoArima"}, +#' \code{"ESSS"}, \code{"NaiveArima"}, \code{"nbGARCH"}, \code{"nbsGARCH"}, +#' \code{"pevGARCH"}. #' #' @return \code{character} vector of model names. #' +#' @examples +#' prefab_models() +#' #' @export #' -model_names <- function(model_set = "prefab", add = NULL){ - check_args() - prefab <- c("AutoArima", "ESSS", "nbGARCH", "nbsGARCH", "pevGARCH") - out <- NULL - if (!is.null(model_set)){ - if(model_set == "prefab"){ - out <- prefab - } - if(model_set == "wEnsemble"){ - out <- c(prefab, "Ensemble") - } - } - unique(c(out, add)) +prefab_models <- function(){ + names(prefab_model_controls()) } #' @title Write the template for a model into model subdirectory #' -#' @description \code{write_model}: Create template script (as written by -#' \code{model_template}) for a given model +#' @description +#' \code{write_model} creates a template script (as written by +#' \code{model_template}) for a given model. \cr \cr +#' \code{model_template} creates the \code{character}-valued +#' text for a model script to be housed in the model directory, as written +#' out by \code{write_model}. \cr \cr +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param name \code{character} value of the name of the model. +#' +#' @param control_model \code{list} of model-level controls, including +#' \code{name}, a \code{character} value of the model's name; +#' \code{covariatesTF}, a \code{logical} indicator for if the model requires +#' covariates; and \code{lag}, a \code{integer} (or integer \code{numeric}) +#' lag time used for the covariates or \code{NA} if +#' \code{covariatesTF = FALSE}. Only used if the specific valued argument +#' is \code{NULL}. +#' +#' @param covariatesTF \code{logical} indicator for if the model requires +#' covariates. #' -#' @param options_model A class-\code{model_options} \code{list} of -#' options used to set up a general model script. See -#' \code{\link{model_options}}. +#' @param lag \code{integer} (or integer \code{numeric}) lag time used for the +#' covariates or \code{NULL} if \code{covariatesTF} is \code{FALSE}. +#' +#' @param quiet \code{logical} indicator controlling if messages are printed. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' +#' @param data_sets \code{character} vector of the rodent data set names +#' that the model is applied to. +#' +#' @param verbose \code{logical} indicator if detailed messages should be +#' shown. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @return \code{write_mode} \code{\link{write}}s the model script out +#' and returns \code{NULL}. \cr \cr +#' \code{model_template}: \code{character}-valued text for a model script +#' to be housed in the model directory +#' +#' @examples +#' \donttest{ +#' create_dir() +#' write_model("AutoArima") +#' model_template() +#' } #' #' @export #' -write_model <- function(options_model = model_options()){ - check_args() - model <- options_model$model - if (is.null(model)){ - return() +write_model <- function(name = NULL, data_sets = NULL, + covariatesTF = NULL, lag = NULL, main = ".", + control_model = NULL, control_files = files_control(), + quiet = FALSE, verbose = TRUE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + name <- ifnull(name, control_model$name) + prefab_control <- tryCatch(prefab_model_controls()[[name]], + error = function(x){NULL}) + control_model <- ifnull(control_model, prefab_control[[name]]) + covariatesTF <- ifnull(covariatesTF, control_model$covariatesTF) + lag <- ifnull(lag, control_model$lag) + data_sets <- ifnull(data_sets, control_model$data_sets) + return_if_null(name) + if(verbose){ + message(" -Writing model scripts") + } + msg <- NULL + msg1 <- NULL + if((is.null(covariatesTF) & is.null(lag))){ + msg1 <- paste0(" ~covariatesTF and lag = NULL for ", name) + msg2 <- " **assuming covariatesTF = FALSE, lag = 0**" + msg <- c(msg, msg1, msg2) + covariatesTF <- FALSE + lag <- 0 + } + if((!is.null(covariatesTF) & covariatesTF && is.null(lag))){ + msg1 <- paste0(" ~lag = NULL for ", name) + msg2 <- " **assuming lag = 0**" + msg <- c(msg, msg1, msg2) + lag <- 0 + } + if((is.null(covariatesTF) & !is.null(lag))){ + if (is.na(lag)){ + msg1 <- paste0(" ~covariatesTF = NULL for ", name) + msg2 <- " **assuming covariatesTF = FALSE**" + msg <- c(msg, msg1, msg2) + covariatesTF <- FALSE + } else if (is.numeric(lag)){ + msg1 <- paste0(" ~covariatesTF = NULL for ", name) + msg2 <- " **assuming covariatesTF = TRUE**" + msg <- c(msg, msg1, msg2) + covariatesTF <- TRUE + } + } + if(is.null(data_sets)){ + msg1 <- paste0(" ~data_sets = NULL for ", name) + msg2 <- " **assuming data_sets = prefab_data_sets()**" + msg <- c(msg, msg1, msg2) + data_sets <- prefab_data_sets() + } + + model_file <- paste0(name, ".R") + mod_path <- file_path(main = main, sub = "models", files = model_file, + arg_checks = arg_checks) + mod_template <- model_template(name = name, data_sets = data_sets, + covariatesTF = covariatesTF, lag = lag, + main = main, control_files = control_files, + quiet = quiet, verbose = verbose, + arg_checks = arg_checks) + if (file.exists(mod_path) & control_files$overwrite){ + verb <- ifelse(verbose, "Updating ", "") + msgM <- paste0(" -", verb, name) + write(mod_template, mod_path) + } else if (!file.exists(mod_path)){ + verb <- ifelse(verbose, "Adding ", "") + msgM <- paste0(" -", verb, name) + write(mod_template, mod_path) + } + if(!is.null(msgM)){ + messageq(msg, !verbose) + messageq(msgM, quiet) } - msg <- paste0(" adding ", model, " model to models subdirectory") - messageq(msg, options_model$quiet) - mod_path <- model_paths(options_model$tree, models = options_model$model) - mod_template <- model_template(options_model) - write(mod_template, mod_path) } #' @rdname write_model #' -#' @description \code{model_template}: create the \code{character}-valued -#' text for a model script to be housed in the model directory, as written -#' out by \code{write_model}. +#' @export #' -#' @return \code{model_template}: model script text as a single -#' \code{character} value. +model_template <- function(name = NULL, data_sets = NULL, + covariatesTF = FALSE, lag = NULL, main = ".", + control_files = files_control(), + quiet = FALSE, verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + return_if_null(name) + data_sets <- ifnull(data_sets, + model_controls(models = name, + arg_checks = arg_checks)[[name]]$data_sets) + return_if_null(data_sets) + main_arg <- paste0(', main = "', main, '"') + control_files_arg <- paste0(', control_files = control_files') + quiet_arg <- paste0(', quiet = ', quiet) + verbose_arg <- paste0(', verbose = ', verbose) + arg_checks_arg <- paste0(', arg_checks = ', arg_checks) + lag_arg <- NULL + if (covariatesTF){ + lag_arg <- paste0(', lag = ', lag) + } + ds_args <- paste0('data_set = "', data_sets, '"') + nds <- length(data_sets) + out <- NULL + for(i in 1:nds){ + resp <- paste0('cast_', data_sets[i]) + model_args <- paste0(ds_args[i], lag_arg, main_arg, control_files_arg, + quiet_arg, verbose_arg, arg_checks_arg) + model_fun <- paste0(name, '(', model_args, ');') + model_line <- paste0(resp, ' <- ', model_fun) + save_args <- paste0(resp, main_arg, quiet_arg, arg_checks_arg) + save_fun <- paste0('save_cast_output(', save_args, ');') + save_line <- save_fun + newout <- c(model_line, save_line) + out <- c(out, newout) + } + out +} + + +#' @title Create a control list for generating a model script +#' +#' @description Given the number of arguments into +#' \code{\link{model_template}} via \code{\link{write_model}} +#' it helps to have a control \code{list} +#' to organize them. \code{model_control} provides a template for the +#' controls \code{list} used to define the specific arguments for a user's +#' novel data set, setting the formal arguments to the basic default +#' values. +# +#' @param name \code{character} value of the name of the model. +#' +#' @param data_sets \code{character} vector of the rodent data set names +#' that the model is applied to. +#' +#' @param covariatesTF \code{logical} indicator for if the model requires +#' covariates. +#' +#' @param lag \code{integer} (or integer \code{numeric}) lag time used for the +#' covariates or \code{NULL} if \code{covariatesTF} is \code{FALSE}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return Named \code{list} of model's script-generating controls, +#' for input as part of \code{controls_m} in \code{\link{write_model}}. #' #' @export #' -model_template <- function(options_model = model_options()){ - check_args() - tree <- options_model$tree - if (any(!(tree$subs %in% subdirs()))){ - addl <- which(!(tree$subs %in% subdirs())) - subnames <- paste(tree$subs[addl], collapse = '", "') - subs <- paste0('subdirs(subs_names = c("', subnames, '")') - } else{ - subs <- 'subdirs()' - } - name <- options_model$model - quiet_arg <- paste0("quiet = ", options_model$quiet) +model_control <- function(name = "model", data_sets = prefab_data_sets(), + covariatesTF = FALSE, lag = NA, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + list(name = name, data_sets = data_sets, covariatesTF = covariatesTF, + lag = lag) +} - if (options_model$mod_covariates){ - lag_arg <- paste0(', lag = ', options_model$lag, ', ') - args_a <- paste0('tree, level = "All"', lag_arg, quiet_arg) - c_arg <- paste0('tree, level = "Controls"') - args_c <- paste0(c_arg, lag_arg, quiet_arg) - path_cov <- 'file_paths(tree, "data/covariates.csv")' - cov_text <- paste0('\ncovariates <- read_data(tree, "covariates"); \n') - } else{ - args_a <- paste0('tree, level = "All", ', quiet_arg) - args_c <- paste0('tree, level = "Controls", ', quiet_arg) - cov_text <- "\n" +#' @title Verify that models requested to cast with exist +#' +#' @description Verify that models requested have scripts in the models +#' subdirectory. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param models \code{character} vector of the names of models to verify. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{NULL} with messaging. +#' +#' @examples +#' \donttest{ +#' create_dir() +#' fill_models() +#' verify_models() +#' } +#' +#' @export +#' +verify_models <- function(main = ".", models = prefab_models(), + quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + messageq("Checking model availability", quiet) + model_dir <- sub_path(main = main, subs = "models", arg_checks = arg_checks) + if (!dir.exists(model_dir)){ + stop("Models subidrectory does not exist") } + available <- list.files(model_dir) + if (models[1] != "all"){ + modelnames <- paste0(models, ".R") + torun <- (modelnames %in% available) + if (any(torun == FALSE)){ + missmod <- paste(models[which(torun == FALSE)], collapse = ", ") + stop(paste0("Requested model(s) ", missmod, " not in directory \n")) + } + } + messageq(" *All requested models available*", quiet) + messageq("---------------------------------------------------------", quiet) + invisible(NULL) +} - paste0( -'tree <- dirtree("', tree$base, '", "', tree$main, '", ', subs, '); -f_a <- ', name ,'(', args_a, '); -f_c <- ', name ,'(', args_c, '); -save_forecast_output(f_a, f_c, "', -options_model$model, '", tree)' -) +#' @title Create a covariate model list +#' +#' @description Convenience function for creating covariate model +#' \code{list}s. +#' +#' @param model \code{character} name for covariate models. Currently only +#' \code{"pevGARCH"} is supported. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{list} of covariate model structures. +#' +#' @examples +#' covariate_models() +#' +#' @export +#' +covariate_models <- function(model = "pevGARCH", arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + out <- NULL + if (model == "pevGARCH"){ + out <- list(c("maxtemp", "meantemp", "precipitation", "ndvi"), + c("maxtemp", "mintemp", "precipitation", "ndvi"), + c("mintemp", "maxtemp", "meantemp", "precipitation"), + c("precipitation", "ndvi"), + c("mintemp", "ndvi"), + c("mintemp"), + c("maxtemp"), + c("meantemp"), + c("precipitation"), + c("ndvi"), + c(NULL)) + } + out } \ No newline at end of file diff --git a/R/prepare_moons.R b/R/prepare_moons.R index 33ae3591a..8d9fa903f 100644 --- a/R/prepare_moons.R +++ b/R/prepare_moons.R @@ -1,144 +1,335 @@ -#' @title Prepare temporal (lunar) data +#' @title Prepare lunar data for the portalcasting repository #' -#' @description Get time information (calendar dates, census periods, -#' newmoon numbers) associated with trapping events (achieved and missed) -#' based on a lunar survey schedule. If needed, additional moons will be -#' added to both the in-use and raw versions of the data table. +#' @description A set of functions that get time information (calendar dates, +#' census periods, and newmoon numbers) associated with trapping events +#' (achieved and missed) based on a lunar survey schedule. If needed, +#' additional moons will be added to both the in-use and raw versions of +#' the data table. \cr \cr +#' \code{add_future_moons} adds future moon dates to the moon table, counting +#' forward from \code{cast_date}. Because the \code{moons} table might not +#' have the most recent moons, more rows than \code{lead_time} may need to +#' be added to the table. \cr \cr. \cr \cr +#' \code{add_extra_future_moons} adds more more moons to accomplish required +#' data for \code{lead_time}. Because the moon table might not have the most +#' recent moons, more rows than initially requested may need to be added to +#' the table for it to cover \code{lead_time} .\cr \cr +#' \code{format_moons} formats the final output table with \code{year} and +#' \code{month} columns formatted accordingly, and the \code{moondate} +#' column formatted as a \code{\link{Date}}. #' -#' @param options_moons A class-\code{moons_options} \code{list} of options -#' for the moons data. See \code{\link{moons_options}}. +#' @details Sometimes the raw moon data table is not fully up-to-date. Because +#' the \code{portalr} functions \code{\link[portalr]{weather}} and +#' \code{\link[portalr]{fcast_ndvi}} point to the raw moons data, that table +#' needs to be updated to produce the correct current data table for +#' casting. #' -#' @return Moons data table as a code{moons}-class \code{data.frame}. +#' @param quiet \code{logical} indicator controlling if messages are printed. +#' +#' @param verbose \code{logical} indicator of whether or not to print out +#' all of the information or not (and thus just the tidy messages). +#' +#' @param cast_date \code{Date} of the cast, typically today's date (set +#' using \code{\link{Sys.Date}}). +#' +#' @param moons Moons \code{data.frame}. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. #' +#' @param lead_time \code{integer} (or integer \code{numeric}) value for the +#' number of timesteps forward a cast will cover. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return All functions here return some version of a moons \code{data.frame} +#' \cr \cr. +#' \code{prep_moons}, \code{format_moons}: fully appended and formatted +#' \code{data.frame} (also saved out if \code{save = TRUE}). \cr \cr +#' \code{add_future_moons} and \code{add_extra_future_moons}: appropriately +#' appended moons +#' \code{data.frame}. +#' #' @examples -#' \dontrun{ -#' -#' setup_dir() -#' prep_moons() -#' } +#' \donttest{ +#' create_dir() +#' fill_raw() +#' prep_moons() +#' pth <- file_path(files = "raw/PortalData/Rodents/moon_dates.csv") +#' moons <- read.csv(pth, stringsAsFactors = FALSE) +#' moons <- add_future_moons(moons) +#' format_moons(moons) +#' } +#' +#' @name prepare_moons +#' +NULL + +#' @rdname prepare_moons #' #' @export #' -prep_moons <- function(options_moons = moons_options()){ - check_args() - msg <- "Loading moons data file into the data subdirectory" - messageq(msg, options_moons$quiet) - verify_PortalData(options_moons$tree, "moon_dates.csv") - file_paths(options_moons$tree, "PortalData/Rodents/moon_dates.csv") %>% - read.csv(stringsAsFactors = FALSE) %>% - classy(c("data.frame", "moons")) %>% - add_future_moons(options_moons) %>% - append_past_moons_to_raw(options_moons) %>% - format_moons() %>% - dataout(options_moons) -} - +prep_moons <- function(main = ".", lead_time = 12, cast_date = Sys.Date(), + control_files = files_control(), + quiet = TRUE, verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + messageq(" -lunar data file", quiet) + raw_path <- raw_path(main = main, arg_checks = arg_checks) + traps_in <- load_trapping_data(path = raw_path, download_if_missing = FALSE, + clean = FALSE, quiet = !verbose) + moons_in <- traps_in[["newmoons_table"]] + moons <- add_future_moons(moons = moons_in, lead_time = lead_time, + cast_date = cast_date, arg_checks = arg_checks) + moons_out <- format_moons(moons) + write_data(dfl = moons_out, main = main, save = control_files$save, + filename = control_files$filename_moons, + overwrite = control_files$overwrite, + quiet = !verbose, arg_checks = arg_checks) +} -#' @title Append missing past moons to the raw data +#' @rdname prepare_moons #' -#' @description Sometimes the raw moon data table is not up-to-date. Because -#' the \code{portalr} functions \code{\link[portalr]{weather}} and -#' \code{\link[portalr]{fcast_ndvi}} point to the raw moons data, that table -#' needs to be updated to produce the correct current data table for -#' casting. +#' @export #' -#' @param moons Moons data table as a code{moons}-class \code{data.frame}. +format_moons <- function(moons, arg_checks = TRUE){ + check_args(arg_checks) + moons$year <- year(moons$newmoondate) + moons$month <- month(moons$newmoondate) + moons$newmoondate <- as.Date(moons$newmoondate) + colnames(moons)[which(colnames(moons) == "newmoonnumber")] <- "moon" + colnames(moons)[which(colnames(moons) == "newmoondate")] <- "moondate" + + moons +} + +#' @rdname prepare_moons #' -#' @param options_moons A class-\code{moons_options} \code{list} of options -#' for the moons data. See \code{\link{moons_options}}. +#' @export #' -#' @return \code{moons} as it was input (a \code{moons}-class -#' \code{data.frame}). +add_future_moons <- function(moons = NULL, lead_time = 12, + cast_date = Sys.Date(), + control_files = files_control(), + arg_checks = TRUE){ + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + check_args(arg_checks) + if(lead_time == 0){ + return(moons) + } + get_future_moons(moons, lead_time) %>% + add_extra_future_moons(cast_date) %>% + mutate(newmoondate = as.character(newmoondate)) %>% + bind_rows(moons, .) +} + +#' @rdname prepare_moons #' #' @export #' -append_past_moons_to_raw <- function(moons, options_moons = moons_options()){ - check_args() - if (options_moons$append_missing_to_raw){ - pth <- file_paths(options_moons$tree, "PortalData/Rodents/moon_dates.csv") - included_moons <- moons$newmoondate < today() - newraw <- moons[included_moons, ] - write.csv(newraw, pth, row.names = FALSE) - } +add_extra_future_moons <- function(moons, cast_date = Sys.Date(), + arg_checks = TRUE){ + check_args(arg_checks) + n_extra_future_moons <- length(which(moons$newmoondate < cast_date)) + if (n_extra_future_moons > 0){ + extra_moons <- get_future_moons(moons, n_extra_future_moons) + moons <- bind_rows(moons, extra_moons) + } moons } - -#' @title Add future moons to the moon table +#' @title Trim a moons table based on target moons #' -#' @description Add future moons to the moon table, counting forward from -#' the forecast date (\code{options_moons$cast_date}). Because the -#' \code{moons} table might not have the most recent moons, more rows than -#' anticipated (\code{options_moons$n_future_moons}) may need to be added to -#' the table. +#' @description Some functions require that a data table of time (the moons) +#' table only includes specific time stamps (newmoon numbers). This function +#' is a simple utility to reduce the moons table to that as well as the +#' columns. #' -#' @param moons Moons data table as a code{moons}-class \code{data.frame}. +#' @param moons Moons \code{data.frame}. See \code{\link{prep_moons}}. #' -#' @param options_moons control options list for moons +#' @param target_moons \code{integer}-conformable newmoon numbers, usually +#' made through \code{\link{target_moons}} of the moons to either +#' drop or retain based on \code{retain_target_moons}. +#' +#' @param retain_target_moons \code{logical} value that dictates if +#' \code{target_moons} are to be dropped (\code{retain_target_moons = FALSE} +#' or retained (\code{retain_target_moons = TRUE}) #' -#' @return Appended \code{moons} data table as a \code{moons}-class -#' \code{data.frame}. +#' @param target_cols \code{character} vector of columns to retain. #' -#' @export +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. +#' +#' @return \code{moons} and a \code{data.frame} but trimmed. #' -add_future_moons <- function(moons = prep_moons(), - options_moons = moons_options()){ - check_args() - if (options_moons$n_future_moons == 0){ - return(moons) +#' @examples +#' \donttest{ +#' setup_dir() +#' moons <- prep_moons() +#' trim_moons(moons, 300:310) +#' } +#' +#' @export +#' +trim_moons <- function(moons = NULL, target_moons = NULL, + retain_target_moons = TRUE, + target_cols = c("moon", "moondate", + "period", "censusdate"), + arg_checks = TRUE){ + check_args(arg_checks) + return_if_null(moons) + moons <- moons[, target_cols] + new_moons <- moons + which_target_moons <- which(moons$moon %in% target_moons) + ntarget_moons <- length(which_target_moons) + if (ntarget_moons > 0){ + if(retain_target_moons){ + new_moons <- new_moons[which_target_moons, ] + } else{ + new_moons <- new_moons[-which_target_moons, ] + } } - get_future_moons(moons, options_moons$n_future_moons) %>% - classy(c("data.frame", "moons")) %>% - add_addl_future_moons(options_moons$cast_date) %>% - mutate(newmoondate = as.character(newmoondate)) %>% - bind_rows(moons, .) - + new_moons } -#' @title Add more more moons to accomplish requested forecast length -#' -#' @description Add extra future moons to the moon table to achieve requested -#' forecast length. Because the moon table might not have the most recent -#' moons, more rows than initially requested may need to be added to the -#' table for it to be of the required coverage. +#' @title Add a newmoon number to a table that has the date +#' +#' @description Add a \code{moon} (newmoon number) column to a table that has +#' a \code{date} (as a \code{Date}) column. +#' +#' @param df \code{data.frame} with column of newmoon \code{Date}s +#' named \code{date}. #' -#' @param future_moons A \code{moons}-class \code{data.frame} forward from -#' the historic moons table (produced by \code{\link{prep_moons}}), as -#' generated by \code{\link[portalr]{get_future_moons}}. +#' @param moons Moons \code{data.frame}. See \code{\link{prep_moons}}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. #' -#' @param cast_date \code{Date} from which future is defined, typically -#' today's date (using \code{\link{today}}). +#' @return \code{data.frame} \code{x} with column of \code{newmoonnumber}s +#' added. #' -#' @return appended moon table +#' @examples +#' \donttest{ +#' create_dir() +#' fill_dir() +#' moons <- prep_moons() +#' raw_path <- raw_path() +#' weather <- portalr::weather("daily", TRUE, raw_path) +#' add_moons_from_date(weather, moons) +#' } #' #' @export -#' -add_addl_future_moons <- function(future_moons, cast_date){ - check_args() - n_addl_future_moons <- length(which(future_moons$newmoondate < cast_date)) - if (n_addl_future_moons > 0){ - addl_moons <- get_future_moons(future_moons, n_addl_future_moons) - future_moons <- bind_rows(future_moons, addl_moons) - } - future_moons +#' +add_moons_from_date <- function(df, moons = NULL, arg_checks = TRUE){ + check_args(arg_checks) + return_if_null(moons, df) + moon_number <- moons$moon[-1] + moon_start <- as.Date(moons$moondate[-nrow(moons)]) + moon_end <- as.Date(moons$moondate[-1]) + moon_match_number <- NULL + moon_match_date <- NULL + + for (i in seq(moon_number)) { + temp_dates <- seq.Date(moon_start[i] + 1, moon_end[i], 1) + temp_dates <- as.character(temp_dates) + temp_numbers <- rep(moon_number[i], length(temp_dates)) + moon_match_date <- c(moon_match_date, temp_dates) + moon_match_number <- c(moon_match_number, temp_numbers) + } + moon_match_date <- as.Date(moon_match_date) + if (is.null(df$date)){ + df <- add_date_from_components(df) + } + matches <- match(df$date, moon_match_date) + df$moon <- moon_match_number[matches] + df } -#' @title Format the moon data +#' @title Determine specific newmoon numbers +#' +#' @description +#' \code{target_moons} determines which moons are in a window, based on a +#' date and window width. \cr \cr +#' \code{last_moon} determines the most recently passed newmoon, based on +#' a date. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. #' -#' @description Enforce the \code{year} and \code{month} columns and encode -#' \code{newmoondate} as a \code{\link{Date}}. +#' @param moons Moons \code{data.frame}. See \code{\link{prep_moons}}. #' -#' @param moons Moons data table as a code{moons}-class \code{data.frame}. +#' @param date \code{Date} used for defining a window (starting with moons +#' subsequent to the date) or a previous moon (before or on the date). #' -#' @return Moons data table as a code{moons}-class \code{data.frame} with -#' force-formatted columns. +#' @param end_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the last sample to be included. Default value is \code{NULL}, which +#' equates to the most recently included sample. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @param lead_time \code{integer} (or integer \code{numeric}) value for the +#' number of timesteps forward a cast will cover. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @return +#' \code{target_moons}: \code{numeric} vector of the moon numbers +#' targeted by the date window. +#' \code{last_newmoon}: \code{numeric} value of the last moon number. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' target_moons() +#' last_moon() +#' } #' #' @export -#' -format_moons <- function(moons){ - check_args() - moons$year <- year(moons$newmoondate) - moons$month <- month(moons$newmoondate) - moons$newmoondate <- as.Date(moons$newmoondate) - moons +#' +target_moons <- function(main = ".", moons = NULL, end_moon = NULL, + lead_time = 12, date = Sys.Date(), + control_files = files_control(), + arg_checks = TRUE){ + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + check_args(arg_checks) + last_moon <- last_moon(main = main, moons = moons, date = date, + arg_checks = arg_checks) + end_moon <- ifnull(end_moon, last_moon) + (end_moon + 1):(end_moon + lead_time) } + +#' @rdname target_moons +#' +#' @export +#' +last_moon <- function(main = ".", moons = NULL, date = Sys.Date(), + control_files = files_control(), arg_checks = TRUE){ + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + check_args(arg_checks) + which_last_moon <- max(which(moons$moondate < date)) + moons$moon[which_last_moon] +} + diff --git a/R/prepare_predictions.R b/R/prepare_predictions.R deleted file mode 100644 index eb1490f8a..000000000 --- a/R/prepare_predictions.R +++ /dev/null @@ -1,45 +0,0 @@ -#' @title Download the predictions files from the Portal Predictions repo -#' -#' @description Download the files into the predictions subdirectory in the -#' the portalcasting directory tree from the -#' \href{https://bit.ly/2IFuPd7}{main repository}. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @param download \code{logical} indicator of whether the download should -#' actually happen. Should be \code{TRUE} except for testing purposes. -#' -#' @param quiet \code{logical} indicator of whether the download messages -#' are returned to the console. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' download_predictions() -#' } -#' -#' @export -#' -download_predictions <- function(tree = dirtree(), download = TRUE, - quiet = FALSE){ - check_args() - from1 <- "https://api.github.com/repos/weecology/portalPredictions/" - from2 <- "contents/predictions" - from_path <- paste0(from1, from2) - from3 <- "https://raw.github.com/weecology/portalPredictions/master/" - to_path_choices <- sub_paths(tree) - to_path <- to_path_choices[grepl("predictions", to_path_choices)] - if (download){ - messageq("Downloading predictions files", quiet) - req <- GET(from_path) - stop_for_status(req) - filelist <- unlist(lapply(content(req), "[", "path"), use.names = FALSE) - to_fpaths <- file_paths(tree, filelist) - from_fpaths <- paste0(from3, filelist) - x <- mapply(download.file, url = from_fpaths, destfile = to_fpaths, - quiet = quiet) - } -} - diff --git a/R/prepare_rodents.R b/R/prepare_rodents.R index c11de6cda..9c6ae671d 100644 --- a/R/prepare_rodents.R +++ b/R/prepare_rodents.R @@ -1,195 +1,780 @@ -#' @title Prepare historic rodent data +prefab_rodents_controls <- function(){ + list( + "all" = list(name = "all", species = base_species(), total = TRUE, + interpolate = FALSE, clean = FALSE, type = "Rodents", + level = "Site", plots = "all", treatment = NULL, + min_plots = 24, min_traps = 1, output = "abundance", + fillweight = FALSE, unknowns = FALSE, time = "newmoon", + na_drop = FALSE, zero_drop = TRUE, effort = FALSE, + filename = "rodents_all.csv"), + "all_interp" = list(name = "all_interp", species = base_species(), + total = TRUE, interpolate = TRUE, clean = FALSE, + type = "Rodents", level = "Site", plots = "all", + treatment = NULL, min_plots = 24, min_traps = 1, + output = "abundance", fillweight = FALSE, + unknowns = FALSE, time = "newmoon", na_drop = FALSE, + zero_drop = TRUE, effort = FALSE, + filename = "rodents_all_interp.csv"), + "controls" = list(name = "controls", species = base_species(), + total = TRUE, interpolate = FALSE, clean = FALSE, + type = "Rodents", level = "Treatment", + plots = "Longterm", treatment = "control", + min_plots = 24, min_traps = 1, output = "abundance", + fillweight = FALSE, unknowns = FALSE, time = "newmoon", + na_drop = FALSE, zero_drop = TRUE, effort = FALSE, + filename = "rodents_controls.csv"), + "controls_interp" = list(name = "controls_interp", + species = base_species(), + total = TRUE, interpolate = TRUE, clean = FALSE, + type = "Rodents", level = "Treatment", + plots = "Longterm", treatment = "control", + min_plots = 24, min_traps = 1, + output = "abundance", fillweight = FALSE, + unknowns = FALSE, time = "newmoon", + na_drop = FALSE, zero_drop = TRUE, + effort = FALSE, + filename = "rodents_controls_interp.csv") + ) +} + +#' @title Create control lists for generating rodents data tables +#' +#' @description Given the number of arguments into +#' \code{\link[portalr]{summarize_rodent_data}} via +#' \code{\link{prep_rodents_table}}, it helps to have a control \code{list} +#' to organize them. \cr \cr +#' \code{rodents_controls} produces the \code{list}s for any user-requested +#' datasets from the prefab datasets (\code{\link{prefab_data_sets}}) and any +#' user-defined sets. \code{\link{rodents_control}} provides a template +#' for the controls \code{list} which can be used to define the specific +#' arguments for a user's novel data set. +#' +#' @details Any data set that is part of the \code{prefab} rodents data sets +#' (\code{c("all", "controls", "all_interp", "controls_interp")}) has its +#' controls already included internally via the non-exported function +#' \code{prefab_rodents_controls}. Users only need to include controls for +#' non-prefab \code{data_sets}. \cr \cr +#' Any user-defined \code{data_sets} that are not included in +#' \code{controls_rodents} will throw an error. \cr \cr +#' If any user-defined \code{controls_rodents} duplicate any existing +#' controls for the prefab data sets or if \code{controls_r} contains any +#' duplicate named elements, an error will be thrown. \cr \cr +#' Users interested in adding data sets to the prefab rodent data sets +#' should add the controls to the \code{prefab_rodents_controls} +#' non-exported function found in the \code{prepare_rodents.R} script. +# +#' @param data_sets \code{character} value(s) of the rodent data set name(s) +#' used to enforce certain arguments. Currently available prefab data +#' sets are \code{"all"}, \code{"all_interp"}, \code{"controls"} and +#' \code{"controls_interp"}. +#' +#' @param controls_rodents Additional controls for datasets not in the +#' prefab set. \cr +#' A \code{list} of a single dataset's controls or a \code{list} of +#' \code{list}s, each of which is a single dataset's controls. \cr \cr +#' Presently, each dataset's controls should include 18 elements, as +#' our \code{\link{rodents_control}} template shows: +#' \itemize{ +#' \item \code{name}: \code{character} value of the data set's name, +#' \item \code{species}: \code{character}-valued vector of species names +#' to include. +#' \item \code{total}: \code{logical} value indicating if a total +#' (sum across species) should be added or not. Only available if more than +#' one species is included. +#' \item \code{interpolate}: \code{logical} value indicating if the +#' \code{NA} values should be interpolated. +#' \item \code{clean}: \code{logical} indicator of if only the rodent data +#' that passed QA/QC (\code{clean = TRUE}) or if all data +#' (\code{clean = FALSE}) should be loaded. +#' \item \code{type}: \code{character} value of the rodent data set type, +#' according to pre-existing definitions. An alternative toggle to +#' \code{species}. \cr +#' Either all species +#' (\code{type = "Rodents"}) or only granivoes +#' (\code{type = "Granivores"}). +#' \item \code{level}: \code{character} indicating the type of summary: +#' \code{"Plot"}, \code{"Treatment"}, or \code{"Site"}. Pipes +#' directly to \code{\link[portalr]{summarize_rodent_data}}. +#' \item \code{plots}: Specification of subset of plots. Can be a vector of +#' \code{numeric} plots indicators or specific sets indicated by +#' \code{character} values: \code{"all"} plots or \code{"Longterm"} plots +#' (plots that have had the same treatment for the entire time series). +#' \item \code{treatment}: \code{character} indicating the specific +#' treatment(s) to trim to if \code{level = "Treatment"}: \code{"control"}, +#' \code{"exclosure"}, \code{"removal"}, or \code{"spectabs"} +#' \item \code{min_plots}: \code{integer} (or integer \code{numeric}) of the +#' minimum number of plots surveyed for a survey to be used. Pipes +#' directly to \code{\link[portalr]{summarize_rodent_data}}. +#' \item \code{min_traps}: \code{integer} (or integer \code{numeric}) of the +#' minimum number of traps collected for a plot to be used. Pipes directly +#' to \code{\link[portalr]{summarize_rodent_data}}. +#' \item \code{output}: \code{character} indicating the type of data: +#' \code{"abundance"}, \code{"biomass"}, or \code{"energy"}. Pipes +#' directly to \code{\link[portalr]{summarize_rodent_data}}. +#' \item \code{fillweight}: \code{logical} specifier of whether to fill in +#' unknown weights with other records from that individual or species, +#' where possible. +#' \item \code{unknowns}: \code{logical} indicator to either remove all +#' individuals not identified to species (\code{unknowns = FALSE}) or +#' sum them in an additional column (\code{unknowns = TRUE}). +#' \item \code{time}: \code{character} value specifying the format of the +#' time index in the output. Options are \code{"period"} (sequential +#' Portal surveys), \code{"newmoon"} (lunar cycle numbering), and +#' \code{"date"} (calendar date). \cr +#' The default \code{time = "newmoon"} produces an equispaced observation +#' timestep, a common format format for discrete-time modeling. +#' \item \code{na_drop}: \code{logical} indicator of if \code{NA} values +#' (representing insufficient sampling) should be dropped. +#' \item \code{zero_drop}: \code{logical} indicator of if \code{0} values +#' (representing sufficient sampling but no detection) should be dropped. +#' \item \code{effort}: \code{logical} indicator of if the effort columns +#' should be included in the output. +#' \item \code{filename}: \code{character} name of the file for saving the +#' output. +#' } +#' If only a single dataset is added, the name of the set from the element +#' \code{data_set} will be used to name the model's \code{list} in the +#' larger \code{list}. If multiple models are added, each element \code{list} +#' must be named according to the dataset and the \code{data_set} element. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return Named \code{list} of length equal to the number of elements in +#' \code{data_sets} and with elements that are each +#' \code{list}s of those \code{data_set}'s data-generating controls, for +#' input as \code{controls_rodents} in \code{\link{prep_rodents}}. #' -#' @description Prepare the rodent dataset, tailored for forecasting. -#' Specifically, return data for all plots and control plots only, for each -#' species except PI and the total +#' @examples +#' rodents_controls(c("all", "controls")) +#' all_PPonly <- rodents_control("all_PPonly", species = "PP") +#' rodents_controls("all_PPonly", all_PPonly, arg_checks = FALSE) +#' rodents_controls(c("all", "all_PPonly"), all_PPonly, arg_checks = FALSE) #' -#' @param moons Class-\code{moons} \code{data.frame} containing the historic -#' and future newmoons, as produced by \code{\link{prep_moons}}. +#' @export #' -#' @param options_rodents Class-\code{rodents_options} \code{list} of -#' settings controlling the rodents data creation. See -#' \code{\link{rodents_options}}. +rodents_controls <- function(data_sets = NULL, controls_rodents = NULL, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + return_if_null(data_sets) + if(list_depth(controls_rodents) == 1){ + controls_rodents <- list(controls_rodents) + names(controls_rodents) <- controls_rodents[[1]]$name + } + nadd <- length(controls_rodents) + + prefab_controls <- prefab_rodents_controls() + nprefab <- length(prefab_controls) + for(i in 1:nprefab){ + controls_rodents[nadd + i] <- list(prefab_controls[[i]]) + names(controls_rodents)[nadd + i] <- names(prefab_controls)[i] + } + included_data <- which(names(controls_rodents) %in% data_sets) + missing_controls <- which((data_sets %in% names(controls_rodents)) == FALSE) + replicates <- table(names(controls_rodents)) + if(length(missing_controls) > 0){ + which_missing <- data_sets[missing_controls] + all_missing <- paste(which_missing, collapse = ", ") + msg <- paste0("missing controls for dataset(s): ", all_missing) + stop(msg) + } + if(any(replicates > 1)){ + which_conflicting <- names(replicates)[which(replicates > 1)] + all_conflicting <- paste(which_conflicting, collapse = ", ") + msg <- paste0("conflicting copies of dataset(s): ", all_conflicting) + stop(msg) + } + controls_rodents[included_data] + +} + +#' @title Create a control lists for generating a rodents data table +#' +#' @description Given the number of arguments into +#' \code{\link[portalr]{summarize_rodent_data}} via +#' \code{\link{prep_rodents_table}}, it helps to have a control \code{list} +#' to organize them. \code{rodents_control} provides a template for the +#' controls \code{list} used to define the specific arguments for a user's +#' novel data set, setting the formal arguments to the basic default +#' values +# +#' @param name \code{character} value of the rodent data set name +#' used to enforce certain arguments. Currently used prefab data +#' sets are \code{"all"}, \code{"all_interp"}, \code{"controls"}, +#' and \code{"controls_interp"}. +#' +#' @param species \code{character}-valued vector of species names +#' to include. +#' +#' @param total \code{logical} value indicating if a total +#' (sum across species) should be added or not. Only available if more than +#' one species is included. +#' +#' @param interpolate \code{logical} value indicating if the data should be +#' interpolated to fill in \code{NA} values (using +#' \code{\link[forecast]{na.interp}}). +#' +#' @param clean \code{logical} indicator of if only the rodent data +#' that passed QA/QC (\code{clean = TRUE}) or if all data +#' (\code{clean = FALSE}) should be loaded. +#' +#' @param type \code{character} value of the rodent data set type, according +#' to pre-existing definitions. An alternative toggle to \code{species}. \cr +#' Either all species +#' (\code{type = "Rodents"}) or only granivoes (\code{type = "Granivores"}). +#' +#' @param level \code{character} indicating the type of summary: +#' \code{"Plot"}, \code{"Treatment"}, or \code{"Site"}. Pipes +#' directly to \code{\link[portalr]{summarize_rodent_data}}. +#' +#' @param plots Specification of subset of plots. Can be a vector of +#' \code{numeric} plots indicators or specific sets indicated by +#' \code{character} values: \code{"all"} plots or \code{"Longterm"} plots +#' (plots that have had the same treatment for the entire time series). +#' +#' @param treatment \code{character} indicating the specific +#' treatment(s) to trim to if \code{level = "Treatment"}: \code{"control"}, +#' \code{"exclosure"}, \code{"removal"}, or \code{"spectabs"} +#' +#' @param min_plots \code{integer} (or integer \code{numeric}) of the +#' minimum number of plots surveyed for a survey to be used. Pipes +#' directly to \code{\link[portalr]{summarize_rodent_data}}. +#' +#' @param min_traps \code{integer} (or integer \code{numeric}) of the +#' minimum number of traps collected for a plot to be used. Pipes directly +#' to \code{\link[portalr]{summarize_rodent_data}}. +#' +#' @param output \code{character} indicating the type of data: +#' \code{"abundance"}, \code{"biomass"}, or \code{"energy"}. Pipes +#' directly to \code{\link[portalr]{summarize_rodent_data}}. +#' +#' @param fillweight \code{logical} specifier of whether to fill in unknown +#' weights with other records from that individual or species, where +#' possible. +#' +#' @param unknowns \code{logical} indicator to either remove all +#' individuals not identified to species (\code{unknowns = FALSE}) or +#' sum them in an additional column (\code{unknowns = TRUE}. +#' +#' @param time \code{character} value specifying the format of the time index +#' in the output. Options are \code{"period"} (sequential Portal surveys), +#' \code{"newmoon"} (lunar cycle numbering), and \code{"date"} (calendar +#' date). \cr +#' The default \code{time = "newmoon"} produces an equispaced observation +#' timestep, a common format format for discrete-time modeling. +#' +#' @param na_drop \code{logical} indicator of if \code{NA} values +#' (representing insufficient sampling) should be dropped. +#' +#' @param zero_drop \code{logical} indicator of if \code{0} values +#' (representing sufficient sampling but no detection) should be dropped. +#' +#' @param effort \code{logical} indicator of if the effort columns should +#' be included in the output. +#' +#' @param filename \code{character} name of the file for saving the +#' output. The extension of the filename may be used for identifying +#' object requirements (for example, if the extension of \code{filename} is +#' \code{".csv"}, it will trigger use of \code{\link[utils]{write.csv}}). +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return Named \code{list} of \code{data_set}'s data-generating controls, +#' for input as part of \code{controls_rodents} in +#' \code{\link{prep_rodents}}. #' -#' @return A class-\code{rodents_list} \code{list} of two class- -#' \code{rodents} \code{data.frame}s, \code{all} (abundances on all plots) -#' and \code{controls} (abundances on control plots only). -#' #' @examples -#' \dontrun{ -#' -#' setup_dir() -#' prep_rodents() -#' } +#' rodents_controls(c("all", "controls")) +#' all_PPonly <- rodents_control("all_PPonly", species = "PP") +#' rodents_controls("all_PPonly", all_PPonly, arg_checks = FALSE) +#' rodents_controls(c("all", "all_PPonly"), all_PPonly, arg_checks = FALSE) #' #' @export #' -prep_rodents_list <- function(moons = prep_moons(), - options_rodents = rodents_options()){ - check_args() - msg <- "Loading rodents data files into data subdirectory" - messageq(msg, options_rodents$quiet) - verify_PortalData(options_rodents$tree, "Portal_rodent.csv") +rodents_control <- function(name = "name", species = base_species(), + total = TRUE, interpolate = FALSE, + clean = FALSE, type = "Rodents", + level = "Site", plots = "all", treatment = NULL, + min_plots = 24, min_traps = 1, + output = "abundance", + fillweight = (output != "abundance"), + unknowns = FALSE, time = "newmoon", + na_drop = FALSE, + zero_drop = switch(tolower(level), + plot = FALSE, + treatment = TRUE, + site = TRUE), + effort = FALSE, + filename = paste0("rodents_", name, ".csv"), + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + return_if_null(name) + list(name = name, species = species, total = total, + interpolate = interpolate, clean = clean, type = type, level = level, + plots = plots, treatment = treatment, min_plots = min_plots, + min_traps = min_traps, output = output, fillweight = fillweight, + unknowns = unknowns, time = time, na_drop = na_drop, + zero_drop = zero_drop, effort = effort, filename = filename) +} - options_a <- enforce_rodents_options(options_rodents, "all") - all <- prep_rodents(moons, options_a) - options_c <- enforce_rodents_options(options_rodents, "controls") - ctls <- prep_rodents(moons, options_c) - classy(list("all" = all, "controls" = ctls), c("rodents_list", "list")) -} -#' @title Collect and process historic rodent data for -casting +#' @title Prepare a list of rodents data tables for forecasting #' -#' @description Prepare a particular version of the rodent dataset, tailored -#' for forecasting or hindcasting. Available versions of the data currently -#' include \code{all} (abundances on all plots) and \code{controls} -#' (abundances on control plots only) +#' @description This function loops around \code{\link{prep_rodents_table}}, +#' which wraps around \code{\link[portalr]{summarize_rodent_data}} to +#' produce a list of rodents \code{data.frame}s associated with multiple +#' sets of specifications. The default settings are for a general +#' portalcasting directory, which models the "all" and "controls" data +#' subsets. #' -#' @param moons Class-\code{moons} \code{data.frame} containing the historic -#' and future newmoons, as produced by \code{\link{prep_moons}}. +#' @param controls_rodents Control \code{list} or \code{list} of control +#' \code{list}s from \code{\link{rodents_controls}} specifying the +#' structuring of the rodents tables. See \code{\link{rodents_controls}}. #' -#' @param options_rodents Class-\code{rodents_options} \code{list} of -#' settings controlling the rodents data creation. See -#' \code{\link{rodents_options}} for general creation and -#' \code{\link{enforce_rodents_options}} for bulk setting of options for -#' each of the possible data table outputs. -#' -#' @return One of two class-\code{rodents} \code{data.frame}s, -#' \code{all} (abundances on all plots) or \code{controls} (abundances on -#' control plots only). +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param verbose \code{logical} indicator if detailed messages should be +#' shown. +#' +#' @param moons Moons \code{data.frame}. See \code{\link{prep_moons}}. +# +#' @param data_sets \code{character} values of the treatment +#' types. If left as \code{NULL} (default), it is replaced with +#' the output from \code{\link{prefab_data_sets}}. \cr +#' Used to set arguments for \code{\link{prep_rodents_table}}. +#' +#' @param ref_species \code{character}-valued vector of all possible species +#' names that could be used. Should be set up via \code{\link{all_species}}. +#' +#' @param start_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the first sample to be included. Default value is \code{217}, +#' corresponding to \code{1995-01-01}. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @param end_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the last sample to be included. Default value is \code{NULL}, which +#' equates to the most recently included sample. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{list} of \code{data.frame}s, one for each data subset +#' specified, as generated by \code{\link{prep_rodents_table}}. +#' +#' @examples +#' \donttest{ +#' create_dir() +#' fill_raw() +#' prep_rodents() +#' } #' #' @export #' -prep_rodents <- function(moons = prep_moons(), - options_rodents = rodents_options()){ - check_args() - end_step <- options_rodents$end[options_rodents$hind_step] - if (options_rodents$quiet){ - suppressMessages( - summarize_rodent_data(path = main_path(options_rodents$tree), - clean = FALSE, type = "Rodents", - level = options_rodents$level, - plots = options_rodents$plots, - min_plots = options_rodents$min_plots, - output = options_rodents$output) %>% - classy(c("data.frame", "rodents")) %>% - remove_spp(options_rodents$drop_spp) %>% - mutate(total = rowSums(.[ , is.spcol(.)])) %>% - classy(c("data.frame", "rodents")) %>% - trim_treatment(options_rodents) %>% - inner_join(moons, by = c("period" = "period")) %>% - subset(newmoonnumber >= options_rodents$start) %>% - subset(newmoonnumber <= min(c(end_step, max(newmoonnumber)))) %>% - select(-newmoondate, -censusdate) %>% - dataout(options_rodents) - ) - } else{ - summarize_rodent_data(path = main_path(options_rodents$tree), - clean = FALSE, type = "Rodents", - level = options_rodents$level, - plots = options_rodents$plots, - min_plots = options_rodents$min_plots, - output = options_rodents$output) %>% - classy(c("data.frame", "rodents")) %>% - remove_spp(options_rodents$drop_spp) %>% - mutate(total = rowSums(.[ , is.spcol(.)])) %>% - classy(c("data.frame", "rodents")) %>% - trim_treatment(options_rodents) %>% - inner_join(moons, by = c("period" = "period")) %>% - subset(newmoonnumber >= options_rodents$start) %>% - subset(newmoonnumber <= min(c(end_step, max(newmoonnumber)))) %>% - select(-newmoondate, -censusdate) %>% - dataout(options_rodents) +prep_rodents <- function(main = ".", moons = NULL, data_sets = NULL, + end_moon = NULL, start_moon = 217, + controls_rodents = NULL, + control_files = files_control(), + ref_species = all_species(), quiet = TRUE, + verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + data_sets <- ifnull(data_sets, prefab_data_sets()) + messageq(" -rodents data files", quiet) + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + controls_rodents <- rodents_controls(data_sets = data_sets, + controls_rodents = controls_rodents, + arg_checks = arg_checks) + rodents <- named_null_list(data_sets) + ndata_sets <- length(rodents) + for(i in 1:ndata_sets){ + ctrl_r_i <- controls_rodents[[data_sets[i]]] + messageq(paste0(" -", data_sets[i]), quiet) + + + rodents[[i]] <- prep_rodents_table(main = main, moons = moons, + end_moon = end_moon, + start_moon = start_moon, + species = ctrl_r_i[["species"]], + total = ctrl_r_i[["total"]], + interpolate = + ctrl_r_i[["interpolate"]], + clean = ctrl_r_i[["clean"]], + type = ctrl_r_i[["type"]], + level = ctrl_r_i[["level"]], + plots = ctrl_r_i[["plots"]], + treatment = ctrl_r_i[["treatment"]], + min_plots = ctrl_r_i[["min_plots"]], + min_traps = ctrl_r_i[["min_traps"]], + output = ctrl_r_i[["output"]], + fillweight = ctrl_r_i[["fillweight"]], + unknowns = ctrl_r_i[["unknowns"]], + time = ctrl_r_i[["time"]], + na_drop = ctrl_r_i[["na_drop"]], + zero_drop = ctrl_r_i[["zero_drop"]], + ref_species = ref_species, + effort = ctrl_r_i[["effort"]], + quiet = quiet, + verbose = verbose, + save = control_files$save, + overwrite = control_files$overwrite, + filename = ctrl_r_i[["filename"]], + arg_checks = arg_checks) } + rodents } -#' @title Enforce the specific options for a given rodent data type -#' -#' @description Enforce a list of control options for the rodent data -#' (\code{rodents_options}, see \code{\link{rodents_options}}) based on -#' the requested data type. Specifically, the \code{tmnt_type}, -#' \code{level}, \code{length}, \code{plots}, \code{output}, -#' \code{treatment}, and \code{filename} elements are set by the selection. -#' -#' @details If \code{tmnt_type = "all"}, the elements are \code{tmnt_type} as -#' \code{"all"}, \code{level} as \code{"Site"}, \code{length} as -#' \code{"all"}, \code{plots} as \code{"all"}, \code{output} as -#' \code{"abundance"}, \code{treatment} as \code{NULL}, and \code{filename} -#' as \code{"all.csv"}. \cr \cr -#' If \code{tmnt_type = "controls"}, the elements are \code{tmnt_type} as -#' \code{"controls"}, \code{level} as \code{"Treatment"}, \code{length} as -#' \code{"Longterm"}, \code{plots} as \code{"Longterm"}, \code{output} as -#' \code{"abundance"}, \code{treatment} as \code{controls}, and -#' \code{filename} as \code{"controls.csv"}, -#' -#' @param options_rodents Class-\code{rodents_options} \code{list} of -#' settings controlling the rodents data creation. See -#' \code{\link{rodents_options}}. -#' -#' @param tmnt_type \code{character}-value representation of treatment type -#' (\code{"all"} or \code{"controls"}) used to enforce certain elements of -#' the \code{options_rodents} \code{list}. Alternatively, use \code{NULL} -#' to not change the options at all. -#' -#' @return Updated \code{options_rodents} input, still a class- -#' \code{rodents_options} \code{list}. + +#' @title Prepare a rodents data tables for forecasting +#' +#' @description This function wraps around +#' \code{\link[portalr]{summarize_rodent_data}} to +#' produce a \code{data.frame}s associated with a set of data +#' specifications. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param moons Moons \code{data.frame}. See \code{\link{prep_moons}}. +#' +#' @param species \code{character}-valued vector of species names +#' to include. +#' +#' @param end_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the last sample to be included. Default value is \code{NULL}, which +#' equates to the most recently included sample. +#' +#' @param start_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the first sample to be included. Default value is \code{217}, +#' corresponding to \code{1995-01-01}. +#' +#' @param total \code{logical} value indicating if a total +#' (sum across species) should be added or not. Only available if more than +#' one species is included. +#' +#' @param interpolate \code{logical} value indicating if the data should be +#' interpolated to fill in \code{NA} values (using +#' \code{\link[forecast]{na.interp}}). +#' +#' @param clean \code{logical} indicator of if only the rodent data +#' that passed QA/QC (\code{clean = TRUE}) or if all data +#' (\code{clean = FALSE}) should be loaded. +#' +#' @param type \code{character} value of the rodent data set type, according +#' to pre-existing definitions. An alternative toggle to \code{species}. \cr +#' Either all species +#' (\code{type = "Rodents"}) or only granivoes (\code{type = "Granivores"}). +#' +#' @param level \code{character} indicating the type of summary: +#' \code{"Plot"}, \code{"Treatment"}, or \code{"Site"}. Pipes +#' directly to \code{\link[portalr]{summarize_rodent_data}}. +#' +#' @param plots Specification of subset of plots. Can be a vector of +#' \code{numeric} plots indicators or specific sets indicated by +#' \code{character} values: \code{"all"} plots or \code{"Longterm"} plots +#' (plots that have had the same treatment for the entire time series). +#' +#' @param treatment \code{character} indicating the specific +#' treatment(s) to trim to if \code{level = "Treatment"}: \code{"control"}, +#' \code{"exclosure"}, \code{"removal"}, or \code{"spectabs"} +#' +#' @param min_plots \code{integer} (or integer \code{numeric}) of the +#' minimum number of plots surveyed for a survey to be used. Pipes +#' directly to \code{\link[portalr]{summarize_rodent_data}}. +#' +#' @param min_traps \code{integer} (or integer \code{numeric}) of the +#' minimum number of traps collected for a plot to be used. Pipes directly +#' to \code{\link[portalr]{summarize_rodent_data}}. +#' +#' @param output \code{character} indicating the type of data: +#' \code{"abundance"}, \code{"biomass"}, or \code{"energy"}. Pipes +#' directly to \code{\link[portalr]{summarize_rodent_data}}. +#' +#' @param fillweight \code{logical} specifier of whether to fill in unknown +#' weights with other records from that individual or species, where +#' possible. +#' +#' @param shape \code{character} value indicating a "crosstab" or "flat" +#' output. +#' +#' @param verbose \code{logical} indicator if detailed messages should be +#' shown. +#' +#' @param unknowns \code{logical} indicator to either remove all +#' individuals not identified to species (\code{unknowns = FALSE}) or +#' sum them in an additional column (\code{unknowns = TRUE}. +#' +#' @param time \code{character} value specifying the format of the time index +#' in the output. Options are \code{"period"} (sequential Portal surveys), +#' \code{"newmoon"} (lunar cycle numbering), and \code{"date"} (calendar +#' date). \cr +#' The default \code{time = "newmoon"} produces an equispaced observation +#' timestep, a common format format for discrete-time modeling. +#' +#' @param na_drop \code{logical} indicator of if \code{NA} values +#' (representing insufficient sampling) should be dropped. +#' +#' @param zero_drop \code{logical} indicator of if \code{0} values +#' (representing sufficient sampling but no detection) should be dropped. +#' +#' @param effort \code{logical} indicator of if the effort columns should +#' be included in the output. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param overwrite \code{logical} indicator of whether or not the existing +#' files should be updated (most users should leave as \code{TRUE}). +#' +#' @param save \code{logical} indicator controlling if the output should +#' be saved out. +#' +#' @param ref_species \code{character} vector of the reference species. Sets +#' a boundary outside of the species included in the model. +#' +#' @param rodents_tab Rodents \code{data.frame} data table. +#' +#' @param filename \code{character} name of the file for saving the +#' output. The extension of the filename may be used for identifying +#' object requirements (for example, if the extension of \code{filename} is +#' \code{".csv"}, it will trigger use of \code{\link[utils]{write.csv}}). +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' Only used here to point to the moons data. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. +#' +#' @return \code{data.frame} for the specified data set. +#' +#' @examples +#' \donttest{ +#' create_dir() +#' fill_raw() +#' prep_rodents_table() +#' } +#' +#' @name prepare_rodents_table +#' +NULL + +#' @rdname prepare_rodents_table #' #' @export #' -enforce_rodents_options <- function(options_rodents = rodents_options(), - tmnt_type = NULL){ - check_args() - if (!is.null(tmnt_type)){ - if (tmnt_type == "all"){ - options_rodents$tmnt_type <- "all" - options_rodents$level <- "Site" - options_rodents$length <- "all" - options_rodents$plots <- "all" - options_rodents$output <- "abundance" - options_rodents$treatment <- NULL - options_rodents$filename <- "all.csv" +prep_rodents_table <- function(main = ".", moons = NULL, + end_moon = NULL, start_moon = 217, + species = base_species(), total = TRUE, + interpolate = TRUE, + clean = FALSE, type = "Rodents", + level = "Site", plots = "all", + treatment = NULL, + min_plots = 24, min_traps = 1, + output = "abundance", shape = "crosstab", + fillweight = (output != "abundance"), + unknowns = FALSE, time = "newmoon", + na_drop = FALSE, + zero_drop = switch(tolower(level), + plot = FALSE, + treatment = TRUE, + site = TRUE), + ref_species = all_species(), + effort = FALSE, quiet = TRUE, + verbose = FALSE, + control_files = files_control(), + save = TRUE, overwrite = TRUE, + filename = "rodents_all.csv", + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + return_if_null(species) + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + raw_path <- raw_path(main = main, arg_checks = arg_checks) + summarize_rodent_data(path = raw_path, clean = clean, level = level, + type = type, plots = plots, unknowns = unknowns, + shape = shape, time = time, output = output, + fillweight = fillweight, na_drop = na_drop, + zero_drop = zero_drop, min_traps = min_traps, + min_plots = min_plots, effort = effort, + quiet = !verbose) %>% + process_rodent_data(main = main, moons = moons, end_moon = end_moon, + start_moon = start_moon, species = species, + total = total, interpolate = interpolate, + clean = clean, level = level, + treatment = treatment, na_drop = na_drop, + time = time, ref_species = ref_species, quiet = quiet, + verbose = verbose, arg_checks = arg_checks) %>% + write_data(main = main, save = save, filename = filename, + overwrite = overwrite, quiet = !verbose, arg_checks = arg_checks) +} + +#' @rdname prepare_rodents_table +#' +#' @export +#' +process_rodent_data <- function(rodents_tab, main = ".", moons = NULL, + end_moon = NULL, start_moon = 217, + species = base_species(), + total = TRUE, interpolate = FALSE, + clean = FALSE, level = "Site", + treatment = NULL, na_drop = FALSE, + time = "newmoon", + ref_species = all_species(), + quiet = TRUE, verbose = FALSE, + arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + nspecies <- length(species) + total <- ifelse(nspecies == 1, FALSE, total) + drop_species <- ref_species[which(ref_species %in% species == FALSE)] + if(length(drop_species) > 0){ + rodents_tab <- select(rodents_tab, -one_of(drop_species)) + spp <- paste(drop_species, collapse = ", ") + msg <- paste0(" removing species: ", spp) + messageq(msg, !verbose) + } + if(total){ + spp_col <- is_sp_col(rodents_tab = rodents_tab, species = ref_species, + arg_checks = arg_checks) + total_count <- rowSums(rodents_tab[ , spp_col]) + rodents_tab <- mutate(rodents_tab, total = total_count) + messageq(" adding total column", !verbose) + } + if(level == "Treatment"){ + rodents_tab <- filter(rodents_tab, treatment == !!treatment) %>% + select(-treatment) + } + if(time == "newmoon"){ + newmoon_col <- which(colnames(rodents_tab) == "newmoonnumber") + colnames(rodents_tab)[newmoon_col] <- "moon" + if(!na_drop){ + present_moons <- rodents_tab[ , "moon"] + range_moons <- range(present_moons, na.rm = TRUE) + seq_moons <- seq(range_moons[1], range_moons[2], by = 1) + needed_moons <- !(seq_moons %in% present_moons) + which_needed_moons <- seq_moons[needed_moons] + nneeded_rows <- length(which_needed_moons) + ndf_moons <- ncol(rodents_tab) + needed_rows <- matrix(NA, nrow = nneeded_rows, ncol = ndf_moons) + colnames(needed_rows) <- colnames(rodents_tab) + needed_rows[ , "moon"] <- seq_moons[needed_moons] + rodents_tab <- rbind(rodents_tab, needed_rows) + rodents_tab_ord <- order(rodents_tab[ , "moon"]) + rodents_tab <- rodents_tab[rodents_tab_ord, ] } - if (tmnt_type == "controls"){ - options_rodents$tmnt_type <- "controls" - options_rodents$level <- "Treatment" - options_rodents$length <- "Longterm" - options_rodents$plots <- "Longterm" - options_rodents$output <- "abundance" - options_rodents$treatment <- "control" - options_rodents$filename <- "controls.csv" - } + if(interpolate){ + for(i in 1:nspecies){ + interped <- round(na.interp(rodents_tab[ , species[i]])) + rodents_tab[ , species[i]] <- interped + + } + rodents_tab[ , "total"] <- apply(rodents_tab[ , species], 1, sum) + } + + return_if_null(c(start_moon, end_moon), rodents_tab) + start_moon <- ifnull(start_moon, min(rodents_tab$moon)) + end_moon <- ifnull(end_moon, max(rodents_tab$moon)) + rodents_tab <- subset(rodents_tab, moon >= start_moon) %>% + subset(moon <= min(c(end_moon, max(moon)))) + messageq(" data trimmed according to moon window", !verbose) + } else{ + messageq(" no time processing conducted", !verbose) } - options_rodents + rodents_tab } -#' @title Remove species from the rodent data table +#' @title Determine if columns in a table are species columns +#' +#' @description Given a table, returns a \code{logical} vector indicating +#' if each column is a species' column or not. #' -#' @description Remove species from the rodent data table +#' @param rodents_tab \code{data.frame} of columns to be checked. #' -#' @param rodents Class-\code{rodents} \code{data.table} of rodent data. +#' @param species \code{character} vector indicating species names to +#' use in determining if columns are species columns. Defaults to +#' \code{\link{all_species}}. #' -#' @param drop_spp \code{character} vector of species name(s) (column header) -#' to drop from \code{data} or \code{NULL} to not drop any species. +#' @param total \code{logical} indicator if the total should be included. #' -#' @return Trimmed \code{rodents}. +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @param nadot \code{logical} indicator if the dot should be added to the +#' \code{"NA"} species name. Defaults to \code{FALSE}. +#' +#' @return +#' \code{is_sp_col}: \code{logical} vector indicating if each column is a +#' species' column or not. \cr \cr +#' \code{species_from_table}: \code{character} vector of species names from +#' the column names in the \code{rodents_tab} data table. +#' +#' +#' @examples +#' \donttest{ +#' create_dir() +#' fill_raw() +#' rodents_tab <- prep_rodents_table() +#' is_sp_col(rodents_tab) +#' species_from_table(rodents_tab) +#' } +#' +#' @name species_in_tables +#' + +#' @rdname species_in_tables #' #' @export #' -remove_spp <- function(rodents, drop_spp = rodents_options()$drop_spp){ - check_args() - if (!is.null(drop_spp)){ - rodents <- select(rodents, -one_of(drop_spp)) - } - rodents -} - +is_sp_col <- function(rodents_tab, species = NULL, total = FALSE, + nadot = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + species <- ifnull(species, all_species(total = total, nadot = nadot)) + colnames(rodents_tab) %in% species +} + +#' @rdname species_in_tables +#' +#' @export +#' +species_from_table <- function(rodents_tab = NULL, total = FALSE, + nadot = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + sp_col <- is_sp_col(rodents_tab = rodents_tab, total = total, nadot = nadot, + arg_checks = arg_checks) + colnames(rodents_tab)[sp_col] +} + #' @title Rodent species abbreviations #' #' @description Creates a simple \code{character} vector of abbreviations for #' the \href{https://portal.naturecast.org/profiles.html}{Portal Rodents}. #' -#' @param species_set \code{character} input of a specified set of species. +#' @param set \code{character} input of a specified set of species. #' Default entry (\code{"base"}) returns the standard set of all species #' included. Other options include \code{"wtotal"} (same as \code{"base"} #' but with "total" as well) and \code{"evalplot"} which only returns a @@ -198,100 +783,145 @@ remove_spp <- function(rodents, drop_spp = rodents_options()$drop_spp){ #' @param nadot \code{logical} indicator if the dot should be added to the #' \code{"NA"} species name. Defaults to \code{FALSE}. #' +#' @param species \code{character}-valued vector of species names to include. +#' +#' @param total \code{logical} value indicating if \code{"total"} should be +#' added or not. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. +#' #' @return \code{character} vector of species abbreviations. #' -#' @examples -#' \dontrun{ -#' -#' rodent_spp() -#' rodent_spp("wtotal") -#' rodent_spp("evalplot") -#' } +#' @examples +#' rodent_species() +#' rodent_species(set = "all") +#' rodent_species("BA") +#' rodent_species("BA", set = "all") +#' all_species() +#' all_species(nadot = TRUE) +#' all_species(total = TRUE) +#' base_species() +#' evalplot_species() #' #' @export #' -rodent_spp <- function(species_set = "base", nadot = FALSE){ - check_args() - xNAx <- "NA" - if (nadot){ - xNAx <- "NA." - } - if (is.null(species_set) || species_set == "base"){ - out <- c("BA", "DM", "DO", "DS", xNAx, "OL", "OT", "PB", "PE", "PF", "PH", +rodent_species <- function(species = NULL, set = NULL, nadot = FALSE, + total = FALSE, arg_checks = TRUE){ + return_if_null(c(species, set)) + out <- NULL + if(!is.null(set) && set == "all"){ + out <- c("BA", "DM", "DO", "DS", "NA", "OL", "OT", "PB", "PE", "PF", "PH", "PI", "PL", "PM", "PP", "RF", "RM", "RO", "SF", "SH", "SO") - } else if (species_set == "wtotal"){ - out <- c("BA", "DM", "DO", "DS", xNAx, "OL", "OT", "PB", "PE", "PF", "PH", - "PI", "PL", "PM", "PP", "RF", "RM", "RO", "SF", "SH", "SO", - "total") - } else if (species_set == "evalplot"){ - out <- c("BA", "DM", "DO", "PP", "OT", "NA", "total") + } else if(!is.null(set) && set == "base"){ + out <- c("BA", "DM", "DO", "DS", "NA", "OL", "OT", "PB", "PE", "PF", "PH", + "PL", "PM", "PP", "RF", "RM", "RO", "SF", "SH", "SO") + } else if(!is.null(set) && set == "evalplot"){ + out <- c("BA", "DM", "DO", "PP", "OT", "NA") + } + if(total){ + out <- c(out, "total") } - out + if(nadot){ + out[which(out == "NA")] <- "NA." + } + unique(c(species, out)) } -#' @title Which columns are species columns +#' @rdname rodent_species #' -#' @description Check column names to verify if they are species names. +#' @export #' -#' @param rodents Class-\code{rodents} \code{data.table} of rodent data. +all_species <- function(species = NULL, nadot = FALSE, total = FALSE, + arg_checks = TRUE){ + rodent_species(species, set = "all", nadot, total) +} + + +#' @rdname rodent_species #' -#' @param spp_names \code{character} vector of species name abbreviations. +#' @export #' -#' @return \code{logical} vector corresponding to the columns in \code{x}. +base_species <- function(species = NULL, nadot = FALSE, total = FALSE, + arg_checks = TRUE){ + rodent_species(species, "base", nadot, total) +} + +#' @rdname rodent_species #' #' @export #' -is.spcol <- function(rodents, spp_names = rodent_spp()){ - check_args() - colnames(rodents) %in% spp_names +evalplot_species <- function(species = NULL, nadot = FALSE, total = TRUE, + arg_checks = TRUE){ + rodent_species(species, "evalplot", nadot, total) } -#' @title Remove the treatment column from the rodent data table -#' -#' @description Remove the treatment column from the rodent data table if -#' needed (in the case of controls, for example, where the data have been -#' reduced already so the column is vestigial). + + + +#' @title Provide the names of the prefab data sets #' -#' @param rodents Class-\code{rodents} \code{data.table} of rodent data. +#' @description Create a \code{character} vector of the names of the rodents +#' data sets to be included including the pre-fabricated (prefab) data sets, +#' extracting them from the \code{prefab_rodents_controls} internal +#' function. \cr \cr +#' The currently prefabricated options include (\code{"all"}, +#' \code{"controls"}, \code{"all_interp"}, and \code{"controls_interp"}). #' -#' @param options_rodents Class-\code{rodents_options} \code{list} of -#' settings controlling the rodents data creation. See -#' \code{\link{rodents_options}} +#' @return \code{character} vector of data set names. #' -#' @return Trimmed \code{data}. +#' @examples +#' prefab_data_sets() #' #' @export #' -trim_treatment <- function(rodents, options_rodents = rodents_options()){ - check_args() - if (options_rodents$level == "Treatment"){ - rodents <- rodents %>% - filter(treatment == options_rodents$treatment) %>% - select(-treatment) - } - classy(rodents, c("data.frame", "rodents")) +prefab_data_sets <- function(){ + names(prefab_rodents_controls()) } -#' @title Transfer the trapping table to the data folder + +#' @title Determine the most recent data collection #' -#' @description Move the trapping table from the PortalData sub directory to -#' the data subdirectory for use. +#' @description Determine the most recent census. #' -#' @param options_data Class-\code{data_options} list containing available -#' for controlling the set up and population of the data folder in the -#' portalcasting directory (see \code{\link{data_options}}). +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{Date} of the last census. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' last_census() +#' } #' #' @export #' -transfer_trapping_table <- function(options_data = data_options()){ - check_args() - tree <- options_data$tree - from <- file_paths(tree, "PortalData/Rodents/Portal_rodent_trapping.csv") - to <- file_paths(tree, "data/trapping.csv") - if (file.exists(from)){ - msg <- "Loading rodent trapping table into data subdirectory" - messageq(msg, options_data$quiet) - ttable <- read.csv(from, stringsAsFactors = FALSE) - write.csv(ttable, to, row.names = FALSE) - } +last_census <- function(main = ".", + control_files = files_control(), arg_checks = TRUE){ + check_args(arg_checks) + moons <- read_moons(main = main, control_files = control_files, + arg_checks = arg_checks) + as.Date(max(moons$censusdate, na.rm = TRUE)) } + + + + + + diff --git a/R/process_casts.R b/R/process_casts.R new file mode 100644 index 000000000..25bcdad3b --- /dev/null +++ b/R/process_casts.R @@ -0,0 +1,287 @@ + +#' @title Read in the cast tab output from a given cast +#' +#' @description Retrieve the \code{cast_tab} of a cast in the casts +#' sub directory. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param cast_id \code{integer} (or integer \code{numeric}) value +#' representing the cast of interest, as indexed within the directory in +#' the \code{casts} sub folder. See the casts metadata file +#' (\code{casts_metadata.csv}) for summary information. If \code{NULL} (the +#' default), the most recent generated \code{cast_tab} is read in. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{data.frame} of the \code{cast_tab}. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' portalcast(models = c("AutoArima", "NaiveArima"), end_moons = 515:520) +#' read_cast_tab(cast_id = 1) +#' } +#' +#' @export +#' +read_cast_tab <- function(main = ".", cast_id = NULL, arg_checks = TRUE){ + check_args(arg_checks) + if(is.null(cast_id)){ + casts_meta <- select_casts(main = main, arg_checks = arg_checks) + cast_id <- max(casts_meta$cast_id) + } + lpath <- paste0("cast_id_", cast_id, "_cast_tab.csv") + cpath <- file_path(main, "casts", lpath, arg_checks) + if(!file.exists(cpath)){ + stop("cast_id does not have a cast_table") + } + read.csv(cpath, stringsAsFactors = FALSE) +} + +#' @title Find casts that fit specifications +#' +#' @description Determines the casts that match user specifications. \cr +#' Functionally, a wrapper on \code{\link{read_casts_metadata}} with +#' filtering for specifications that provides a simple user interface to +#' the large set of available casts via the metadata. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param cast_ids \code{integer} (or integer \code{numeric}) values +#' representing the casts of interest, as indexed within the directory in +#' the \code{casts} sub folder. See the casts metadata file +#' (\code{casts_metadata.csv}) for summary information. +#' +#' @param end_moons \code{integer} (or integer \code{numeric}) +#' newmoon numbers of the forecast origin. Default value is +#' \code{NULL}, which equates to no selection with respect to +#' \code{end_moon}. +#' +#' @param models \code{character} values of the names of the models to +#' include. Default value is \code{NULL}, which equates to no selection with +#' respect to \code{model}. +#' +#' @param data_sets \code{character} values of the rodent data sets to include +#' Default value is \code{NULL}, which equates to no selection with +#' respect to \code{data_set}. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{data.frame} of the \code{cast_tab}. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' portalcast(models = c("AutoArima", "NaiveArima"), end_moons = 515:520) +#' select_casts(models = "AutoArima") +#' } +#' +#' @export +#' +select_casts <- function(main = ".", cast_ids = NULL, + end_moons = NULL, models = NULL, data_sets = NULL, + quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + casts_metadata <- read_casts_metadata(main = main, quiet = quiet, + arg_checks = arg_checks) + + ucast_ids <- unique(casts_metadata$cast_id) + cast_ids <- ifnull(cast_ids, ucast_ids) + match_id <- casts_metadata$cast_id %in% cast_ids + + uend_moons <- unique(casts_metadata$end_moon) + end_moons <- ifnull(end_moons, uend_moons) + match_end_moon <- casts_metadata$end_moon %in% end_moons + + umodels <- unique(casts_metadata$model) + models <- ifnull(models, umodels) + match_model <- casts_metadata$model %in% models + + udata_sets <- unique(casts_metadata$data_set) + data_sets <- ifnull(data_sets, udata_sets) + match_data_set <- casts_metadata$data_set %in% data_sets + + QAQC <- casts_metadata$QAQC + + match_all <- match_id & match_end_moon & match_model & match_data_set & QAQC + casts_metadata[match_all, ] +} + + + +#' @title Save cast output to files +#' +#' @description Save out any output from a cast of a model for a data set and +#' update the cast metadata file accordingly to track the saved output. \cr +#' Most users will want to at least save out model metadata and a table of +#' predictions. +#' +#' @param cast Output from a model function (e.g., +#' \code{\link{AutoArima}}) run on any rodents data set. Required to be a +#' \code{list}, but otherwise has minimal strict requirements. \cr +#' Names of the elements of the list (such as \code{"metadat"}) indicate the +#' specific saving procedures that happens to each of them. +#' See \code{Details} section for specifics. +#' +#' @details Currently, four generalized output components are recognized and +#' indicated by the names of the elements of \code{cast}. +#' \itemize{ +#' \item \code{"metadata"}: saved out with \code{\link[yaml]{as.yaml}}. Will +#' typically be the model-specific metadata from the +#' \code{data/metadata.yaml} file, but can more generally be any +#' appropriate object (typically a \code{list}). +#' \item \code{"cast_tab"}: saved using \code{\link{write.csv}}, so is +#' assumed to be a table such as a \code{matrix} or \code{data.frame} +#' or coercible to one. Used to summarize the output across instances +#' of the model (across multiple species, for example). +#' \item \code{"model_fits"}: saved out via \code{\link{save}}, so quite +#' flexible with respect to object structure. Is used to save actual model +#' fit/return objects so that models do not need to be refit later. +#' \item \code{"casts"}: saved with \code{\link{save}}, so quite +#' flexible with respect to object structure. Is used to save \code{list}s +#' of predictions across multiple instances of the model. +#' } +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return Relevant elements are saved to external files, and \code{NULL} is +#' returned. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' out <- AutoArima() +#' save_cast_output(out) +#' } +#' +#' @export +#' +save_cast_output <- function(cast = NULL, main = ".", + quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks = arg_checks) + cast_meta <- read_casts_metadata(main = main, quiet = quiet, + arg_checks = arg_checks) + cast_ids <- cast_meta$cast_id + if(all(is.na(cast_ids))){ + next_cast_id <- 1 + } else{ + next_cast_id <- max(cast_ids) + 1 + } + + dir_config <- cast$metadata$directory_configuration + pc_version <- dir_config$setup_portalcasting_version + new_cast_meta <- data.frame(cast_id = next_cast_id, + cast_group = cast$metadata$cast_group, + cast_date = cast$metadata$cast_date, + model = cast$metadata$models, + data_set = cast$metadata$data_sets, + end_moon = cast$metadata$end_moon, + start_moon = cast$metadata$start_moon, + lead_time = cast$metadata$lead_time, + portalcasting_version = pc_version, + QAQC = TRUE, notes = NA) + cast_meta <- rbind(cast_meta, new_cast_meta) + meta_path <- file_path(main = main, sub = "casts", + files = "casts_metadata.csv", + arg_checks = arg_checks) + write.csv(cast_meta, meta_path, row.names = FALSE) + + if(!is.null(cast$metadata)){ + meta_filename <- paste0("cast_id_", next_cast_id, "_metadata.yaml") + meta_path <- file_path(main = main, sub = "casts", files = meta_filename, + arg_checks = arg_checks) + yams <- as.yaml(cast$metadata) + writeLines(yams, con = meta_path) + } + if(!is.null(cast$cast_tab)){ + cast_tab_filename <- paste0("cast_id_", next_cast_id, "_cast_tab.csv") + cast_tab_path <- file_path(main = main, sub = "casts", + files = cast_tab_filename, + arg_checks = arg_checks) + write.csv(cast$cast_tab, cast_tab_path, row.names = FALSE) + } + if(!is.null(cast$model_fits)){ + model_fits_filename <- paste0("cast_id_", next_cast_id, + "_model_fits.RData") + model_fits_path <- file_path(main = main, sub = "casts", + files = model_fits_filename, + arg_checks = arg_checks) + model_fits <- cast$model_fits + save(model_fits, file = model_fits_path) + } + if(!is.null(cast$model_casts)){ + model_casts_filename <- paste0("cast_id_", next_cast_id, + "_model_casts.RData") + model_casts_path <- file_path(main = main, sub = "casts", + files = model_casts_filename, + arg_checks = arg_checks) + model_casts <- cast$model_casts + save(model_casts, file = model_casts_path) + } + invisible(NULL) +} + +#' @title Read in the casts metadata file +#' +#' @description Read in the casts metadata file. If the data file does not +#' exist, an effort is made to create the file. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return Data requested. +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' read_casts_metadata() +#' } +#' +#' @export +#' +read_casts_metadata <- function(main = ".", quiet = FALSE, arg_checks = TRUE){ + check_args(arg_checks) + meta_path <- file_path(main = main, sub = "casts", + files = "casts_metadata.csv", + arg_checks = arg_checks) + if(!file.exists(meta_path)){ + messageq(" **creating cast_metadata.csv**", quiet) + casts_meta <- data.frame(cast_id = 0, cast_group = 0, + cast_date = NA, start_moon = NA, end_moon = NA, + lead_time = NA, model = NA, data_set = NA, + portalcasting_version = NA, + QAQC = FALSE, notes = NA) + write.csv(casts_meta, meta_path, row.names = FALSE) + } + read.csv(meta_path, stringsAsFactors = FALSE) +} + diff --git a/R/process_data.R b/R/process_data.R deleted file mode 100644 index d9cab9808..000000000 --- a/R/process_data.R +++ /dev/null @@ -1,249 +0,0 @@ -#' @title Calculate the fraction of the year from a date -#' -#' @description Based on the year in which the date occurred, determine the -#' fraction of the year (foy) for the date (in relation to New Year's Eve -#' in that year). -#' -#' @param dates \code{Date}(s) or \code{Date}-conformable value(s) to be -#' converted to the fraction of the year. -#' -#' @return \code{numeric} value(s) of the fraction of the year. -#' -#' @export -#' -foy <- function(dates){ - check_args() - dates <- as.Date(dates) - jday <- as.numeric(format(dates, "%j")) - nye <- as.Date(paste0(format(dates, "%Y"), "-12-31")) - nyejday <- as.numeric(format(nye, "%j")) - round(jday / nyejday, 3) -} - -#' @title Interpolate missing rodent data -#' -#' @description Interpolation of missing data in the rodent abundance data -#' set using \code{\link[forecast]{na.interp}}. Each species is individually -#' linearly interpolated, then the total number of rodents is calculated -#' from the sum of the individual species. -#' -#' @param rodents Class \code{rodents} \code{data.frame} rodents data table -#' with a \code{newmoon} column. -#' -#' @return \code{data.frame} data table of interpolation-inclusive counts -#' for each species and total and with the columns trimmed to just -#' the species, total, and newmoonnumber (\code{moons}). -#' -#' @export -#' -interpolate_abundance <- function(rodents){ - check_args() - moons <- (min(rodents$newmoonnumber)):(max(rodents$newmoonnumber)) - nmoons <- length(moons) - - rodent_cols <- which(colnames(rodents) %in% rodent_spp(nadot = TRUE)) - species <- colnames(rodents)[rodent_cols] - nspecies <- length(species) - - abunds <- matrix(NA, nrow = nmoons, ncol = nspecies) - - for(i in 1:nmoons){ - if(length(which(rodents$newmoonnumber == moons[i])) > 0){ - temp <- rodents[which(rodents$newmoonnumber == moons[i]), - which(colnames(rodents) %in% species)] - abunds[i, ] <- as.numeric(temp) - } - } - - interpolated_abunds <- abunds - colnames(interpolated_abunds) <- species - - for(j in 1:nspecies){ - interpolated_abunds[ , j] <- round(na.interp(abunds[ , j])) - } - - interpolated_total <- apply(interpolated_abunds, 1, sum) - - data.frame(moons, interpolated_abunds, total = interpolated_total) -} - -#' @title Lag covariate data -#' -#' @description Lag the covariate data together based on the new moons -#' -#' @param covariates Class \code{covariates} \code{data.frame} of covariate -#' data to be lagged. -#' -#' @param lag \code{integer} lag between rodent census and covariate data, in -#' new moons. -#' -#' @param tail \code{logical} indicator if the data lagged to the tail end -#' should be retained. -#' -#' @return \code{covariates} \code{data.frame} with a \code{newmoonnumber} -#' column reflecting the lag. -#' -#' @export -#' -lag_covariates <- function(covariates, lag, tail = FALSE){ - check_args() - covariates$newmoonnumber_lag <- covariates$newmoonnumber + lag - - if(tail == FALSE){ - oldest_included_newmoon <- covariates$newmoonnumber[1] - most_recent_newmoon <- covariates$newmoonnumber[nrow(covariates)] - hist_newmoons <- oldest_included_newmoon:most_recent_newmoon - hist_moons_table <- data.frame(newmoonnumber = hist_newmoons) - nm_match <- c("newmoonnumber_lag" = "newmoonnumber") - data <- right_join(covariates, hist_moons_table, by = nm_match) - if (lag > 0){ - covariates <- covariates[-(1:lag), ] - } - } - covariates <- select(covariates, -newmoonnumber) - cn_covariates <- colnames(covariates) - cn_nmn_l <- which(cn_covariates == "newmoonnumber_lag") - colnames(covariates)[cn_nmn_l] <- "newmoonnumber" - covariates -} - -#' @title Read in a data file and format it for specific class -#' -#' @description Read in a specified data file and ensure its class attribute -#' is appropriate for usage within the portalcasting pipeline. Current -#' options include \code{"all"}, \code{"controls"}, \code{"covariates"}, -#' \code{"covariate_forecasts"}, \code{"moons"}, and \code{"metadata"}. -#' And are available as calls to \code{read_data} with a specified -#' \code{data_name} or as calls to the specific \code{read_} -#' functions (like \code{read_moons}). -#' -#' @param tree \code{dirtree}-class list. See \code{\link{dirtree}}. -#' -#' @param data_name \code{character} representation of the data needed. -#' Current options include \code{"all"}, \code{"controls"}, -#' \code{"covariates"}, \code{"covariate_forecasts"}, \code{"moons"}, and -#' \code{"metadata"}. -#' -#' @return Data requested with appropriate classes. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' read_data(data_name = "all") -#' read_data(data_name = "controls") -#' read_data(data_name = "covariates") -#' read_data(data_name = "covariate_forecasts") -#' read_data(data_name = "moons") -#' read_data(data_name = "metadata") -#' -#' read_all() -#' read_controls() -#' read_covariates() -#' read_covariate_forecasts() -#' read_moons() -#' read_metadata() -#' } -#' -#' @export -#' -read_data <- function(tree = dirtree(), data_name){ - check_args() - if (data_name == "all"){ - data <- read_all(tree) - } - if (data_name == "controls"){ - data <- read_controls(tree) - } - if (data_name == "covariates"){ - data <- read_covariates(tree) - } - if (data_name == "covariate_forecasts"){ - data <- read_covariate_forecasts(tree) - } - if (data_name == "moons"){ - data <- read_moons(tree) - } - if (data_name == "metadata"){ - data <- read_metadata(tree) - } - data -} - -#' @rdname read_data -#' -#' @export -#' -read_all <- function(tree = dirtree()){ - check_args() - read.csv(file_paths(tree, "data/all.csv")) %>% - classy(c("data.frame", "rodents")) -} - -#' @rdname read_data -#' -#' @export -#' -read_controls <- function(tree = dirtree()){ - check_args() - read.csv(file_paths(tree, "data/controls.csv")) %>% - classy(c("data.frame", "rodents")) -} - -#' @rdname read_data -#' -#' @export -#' -read_covariates <- function(tree = dirtree()){ - check_args() - read.csv(file_paths(tree, "data/covariates.csv")) %>% - classy(c("data.frame", "covariates")) -} - -#' @rdname read_data -#' -#' @export -#' -read_covariate_forecasts <- function(tree = dirtree()){ - check_args() - read.csv(file_paths(tree, "data/covariate_forecasts.csv")) %>% - classy(c("data.frame", "covariates")) -} - -#' @rdname read_data -#' -#' @export -#' -read_moons <- function(tree = dirtree()){ - check_args() - read.csv(file_paths(tree, "data/moons.csv")) %>% - classy(c("data.frame", "moons")) -} - -#' @rdname read_data -#' -#' @export -#' -read_metadata <- function(tree = dirtree()){ - check_args() - yaml.load_file(file_paths(tree, "data/metadata.yaml")) %>% - classy(c("list", "metadata")) -} - -#' @title Determine the most recent data collection -#' -#' @description Determine the most recent census. -#' -#' @param tree \code{dirtree}-class list. See \code{\link{dirtree}}. -#' -#' @return \code{Date} of the most recent census. -#' -#' @export -#' -most_recent_census <- function(tree = dirtree()){ - check_args() - all <- read_data(tree, "all") - moons <- read_data(tree, "moons") - matched <- moons$newmoonnumber == max(all$newmoonnumber) - as.Date(as.character(moons$censusdate[matched])) -} diff --git a/R/process_forecasts.R b/R/process_forecasts.R deleted file mode 100644 index e0a0f9633..000000000 --- a/R/process_forecasts.R +++ /dev/null @@ -1,742 +0,0 @@ -#' @title Save forecast output to files -#' -#' @description Save out the forecast abundances and AIC values from a given -#' set of forecasts on all and control-only rodent data. -#' -#' @param all Output from a forecasting model function (e.g., -#' \code{\link{AutoArima}}) run on the "all" data. Required to be a -#' \code{list} with two elements named \code{forecast} and \code{aic}. -#' -#' @param controls Output from a forecasting model function (e.g., -#' \code{\link{AutoArima}}) run on the "controls" data. Required to be a -#' \code{list} with two elements named \code{forecast} and \code{aic}. -#' -#' @param model \code{character} value of the name of the model. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @export -#' -save_forecast_output <- function(all, controls, model, tree){ - check_args() - - metadata <- read_data(tree, "metadata"); - temp_dir <- sub_paths(tree, "tmp") - forecasts <- rbind(all$forecast, controls$forecast) - aics <- rbind(all$aic, controls$aic) - - fcast_fname <- paste0(model, metadata$cast_type, ".csv") - fcast_path <- file.path(temp_dir, fcast_fname) - write.csv(forecasts, fcast_path, row.names = FALSE) - - aic_fname <- paste0(model, metadata$cast_type, "_model_aic.csv") - aic_path <- file.path(temp_dir, aic_fname) - write.csv(aics, aic_path, row.names = FALSE) - -} - -#' @title Combine forecasts and append them to existing files -#' -#' @description Combine all new forecasts (from the tmp subdirectory) into -#' and append the results to the existing files. -#' -#' @param options_cast Class-\code{cast_options} \code{list} containing the -#' hind- or forecasting options. See \code{\link{cast_options}}. -#' -#' @return \code{list} of [1] \code{"forecasts"} (the forecasted abundances) -#' and [2] \code{"all_model_aic"} (the model AIC values). -#' -#' @export -#' -combine_forecasts <- function(options_cast = cast_options()){ - check_args() - msg <- paste0("Compiling ", options_cast$cast_type) - messageq(msg, options_cast$quiet) - temp_dir <- sub_paths(options_cast$tree, "tmp") - pred_dir <- sub_paths(options_cast$tree, "predictions") - forecast_date <- options_cast$cast_date - filename_suffix <- options_cast$cast_type - file_ptn <- paste(filename_suffix, ".csv", sep = "") - files <- list.files(temp_dir, pattern = file_ptn, full.names = TRUE) - col_class <- c("Date", "integer", "integer", "integer", "character", - "character", "character", "character", "numeric", "numeric", - "numeric", "integer", "integer", "integer") - fcasts <- do.call(rbind, - lapply(files, read.csv, na.strings = "", colClasses = col_class)) - file_ptn <- paste(filename_suffix, "_model_aic.csv", sep = "") - files <- list.files(temp_dir, pattern = file_ptn, full.names = TRUE) - - aics <- do.call(rbind, lapply(files, read.csv, na.strings = "")) - - fcast_date <- as.character(forecast_date) - fcast_fname <- paste(fcast_date, filename_suffix, ".csv", sep = "") - forecast_filename <- file.path(pred_dir, fcast_fname) - aic_fname <- paste(fcast_date, filename_suffix, "_model_aic.csv", sep = "") - model_aic_filename <- file.path(pred_dir, aic_fname) - append_csv(fcasts, forecast_filename) - append_csv(aics, model_aic_filename) - - list(forecasts = fcasts, all_model_aic = aics) -} - -#' @title Add ensemble model to forecasts -#' -#' @description Add the predictions of an ensemble model to the forecasting -#' files. -#' -#' @param options_cast Class-\code{cast_options} \code{list} containing the -#' hind- or forecasting options. See \code{\link{cast_options}}. -#' -#' @return Forecast abundance table for the ensemble model. -#' -#' @export -#' -add_ensemble <- function(options_cast = cast_options()){ - check_args() - if (options_cast$ensemble){ - messageq("Creating ensemble model", options_cast$quiet) - temp_dir <- sub_paths(options_cast$tree, "tmp") - pred_dir <- sub_paths(options_cast$tree, "predictions") - forecast_date <- options_cast$cast_date - filename_suffix <- options_cast$cast_type - file_ptn <- paste(filename_suffix, ".csv", sep = "") - files <- list.files(temp_dir, pattern = file_ptn, full.names = TRUE) - cclass <- c("Date", "integer", "integer", "integer", "character", - "character", "character", "character", "numeric", - "numeric", "numeric", "integer", "integer", "integer") - fcasts <- do.call(rbind, - lapply(files, read.csv, na.strings = "", colClasses = cclass)) - fcast_date <- as.character(forecast_date) - fcast_fname <- paste(fcast_date, filename_suffix, ".csv", sep = "") - forecast_filename <- file.path(pred_dir, fcast_fname) - - ensemble <- make_ensemble(fcasts, pred_dir) %>% - subset(select = colnames(fcasts)) - append_csv(ensemble, forecast_filename) - return(ensemble) - } -} - -#' @title Calculate model weights -#' -#' @description Calculate AIC-based weights across the models for the full -#' time series. -#' -#' @param pred_dir \code{character} value of the path to the directory where -#' the saved model predictions reside. -#' -#' @return \code{data.frame} of model weights. -#' -#' @export -#' -compile_aic_weights <- function(pred_dir){ - check_args() - aic_files <- list.files(pred_dir, full.names = TRUE, recursive = TRUE) - aic_files <- aic_files[grepl("model_aic", aic_files)] - - aics <- map(aic_files, - ~read.csv(.x, na.strings = "", stringsAsFactors = FALSE)) %>% - bind_rows() - - grps <- quos(date, currency, level, species, fit_start_newmoon, - fit_end_newmoon, initial_newmoon) - - aics %>% - group_by(!!!grps) %>% - mutate(delta_aic = aic - min(aic), - weight = exp(-0.5 * delta_aic) / sum(exp(-0.5*delta_aic))) %>% - ungroup() -} - -#' @title Create the ensemble model from all other forecasts -#' -#' @description Combine the fitted models to make an ensemble prediction. -#' -#' @details Uses the weighted mean and weighted sample variance to combine -#' the models. The mean is the weighted mean of all model means and the -#' variance is the weighted mean of all model variances + the variances of -#' the weighted mean using the unbiased estimate of sample variance. See -#' https://github.com/weecology/portalPredictions/pull/65 -#' We only store the prediction interval for models, so we backcalculate -#' individual model variance assuming the same \code{confidence_level} -#' throughout. Assert that the summed weight of all the model ensembles is -#' 1, as that's what the variance estimates assume. The weight values are -#' rounded to account for precision errors. Summed weights can also be -#' \code{NA} if there are not weights available for that ensemble. -#' -#' @param all_forecasts \code{data.frame} of all of the forecasts to be -#' combined. -#' -#' @param pred_dir \code{character} value of the path to the directory where -#' the saved model predictions reside. -#' -#' @param confidence_level \code{numeric} confidence level used in -#' summarizing model output. Must be between \code{0} and \code{1}. -#' -#' @return Forecast abundance table for the ensemble model. -#' -#' @export -#' -make_ensemble <- function(all_forecasts, pred_dir, confidence_level = 0.9){ - check_args() - if (length(unique(all_forecasts$model)) == 1){ - ensemble <- all_forecasts - ensemble$model <- "Ensemble" - ensemble$LowerPI <- ifelse(ensemble$LowerPI < 0, 0, ensemble$LowerPI) - return(ensemble) - } - weights <- compile_aic_weights(pred_dir) - weights$date <- as.Date(weights$date) - CI_quantile <- qnorm((1 - confidence_level) / 2, lower.tail = FALSE) - - leftj <- c("date", "model", "currency", "level", "species", - "fit_start_newmoon", "fit_end_newmoon", "initial_newmoon") - grp <- quos(date, newmoonnumber, forecastmonth, forecastyear,level, - currency, species, fit_start_newmoon, fit_end_newmoon, - initial_newmoon) - mod_var <- quo(((UpperPI - estimate)/CI_quantile) ^ 2) - est <- quo(sum(estimate * weight)) - wtss <- quo(sum(weight * (estimate - ensemble_estimate)^2)) - ens_var <- quo(sum(model_var * weight) + - weighted_ss / (n() * sum(weight) - 1)) - weighted_estimates <- all_forecasts %>% - mutate(model_var = !!mod_var) %>% - left_join(weights, by = leftj) %>% - group_by(!!!grp) %>% - summarise(ensemble_estimate = !!est, - weighted_ss = !!wtss , - ensemble_var = !!ens_var, - sum_weight = sum(weight)) %>% - ungroup() - - check_sum <- round(weighted_estimates$sum_weight, 10) == 1 - check_na <- is.na(weighted_estimates$sum_weight) - if(!all(check_sum | check_na)){ - stop("Summed weights do not equal 1") - } - - PI_l <- quo(ensemble_estimate - (sqrt(ensemble_var) * CI_quantile)) - PI_U <- quo(ensemble_estimate + (sqrt(ensemble_var) * CI_quantile)) - ensemble <- weighted_estimates %>% - mutate(LowerPI = !!PI_l, UpperPI = !!PI_U) %>% - mutate(LowerPI = ifelse(LowerPI<0, 0, LowerPI)) %>% - rename(estimate = ensemble_estimate) %>% - select(-ensemble_var, -weighted_ss, -sum_weight) - - ensemble$model <- "Ensemble" - return(ensemble) -} - - - -#' @title Read in a cast file or multiple cast files and set the class -#' -#' @description Read in a specified forecast or hindcast data file and ensure -#' its class attribute is appropriate for usage within the portalcasting -#' pipeline. Current not reliably coded for hindcasts. -#' \cr \cr \code{read_cast}: Only allows for a single date and defaults to -#' the most recent. -#' \cr \cr \code{read_casts}: Allows for multiple dates and defaults to all. -#' -#' @param tree \code{dirtree}-class list. See \code{\link{dirtree}}. -#' -#' @param cast_type \code{character} value of the type of -cast of model. Used -#' to select the file in the predictions subdirectory. Currently only -#' reliably coded for \code{"forecasts"}. -#' -#' @param cast_date \code{Date} the predictions were made. Used to select the -#' file in the predictions subdirectory. Can only be length 1 and if -#' \code{NULL} (default), selects the most recent -casts. -#' -#' @return Class \code{casts} \code{data.frame} of requested fore- or -#' hindcasts. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' portalcast() -#' read_cast() -#' read_casts() -#' } -#' -#' @export -#' -read_cast <- function(tree = dirtree(), cast_type = "forecasts", - cast_date = NULL){ - check_args() - if (is.null(cast_date)){ - cast_date <- most_recent_cast(tree, cast_type) - } - lpath <- paste0("predictions/", cast_date, cast_type, ".csv") - fpath <- file_paths(tree, lpath) - if (!file.exists(fpath)){ - stop(paste0(cast_type, " from ", cast_date, " not available")) - } - read.csv(fpath, stringsAsFactors = FALSE) %>% - na_conformer() %>% - verify_cast() %>% - classy(c("data.frame", "casts")) -} - -#' @rdname read_cast -#' -#' @param cast_dates \code{Date}s the predictions were made. Used to select -#' the files in the predictions subdirectory. Can be length 1 or more and if -#' \code{NULL} (default), selects all available -casts. -#' -#' @export -#' -read_casts <- function(tree = dirtree(), cast_type = "forecasts", - cast_dates = NULL){ - check_args() - if (is.null(cast_dates)){ - pfolderpath <- sub_paths(tree = tree, "predictions") - pfiles <- list.files(pfolderpath) - of_interest1 <- grepl(cast_type, pfiles) - of_interest2 <- grepl("aic", pfiles) - cast_text <- paste0(cast_type, ".csv") - cast_dates <- gsub(cast_text, "", pfiles[of_interest1 & !of_interest2]) - cast_dates <- as.Date(cast_dates) - } - ndates <- length(cast_dates) - all_casts <- data.frame() - for(i in 1:ndates){ - all_casts <- read_cast(tree, cast_type, cast_dates[i]) %>% - bind_rows(all_casts, .) - } - classy(all_casts, c("data.frame", "casts")) - -} - -#' @title Verify that a read-in cast file is formatted appropriately -#' -#' @description Ensure that a -cast file that has been read in is formatted -#' according to \href{https://bit.ly/2H2z3Jb}{specifications.} -#' -#' @param cast \code{data.frame} -cast file read in. -#' -#' @param cast_to_check \code{data.frame} -cast file being checked within -#' \code{cast_is_valid} using \code{\link{check_arg}}. -#' -#' @param verbose \code{logical} indicator if details of failure should -#' be printed -#' -#' @return \code{verify_cast}: \code{cast} as read in (as long as it is -#' valid). \cr \cr -#' \code{cast_is_valid}: \code{logical} of if the -cast is formatted -#' properly. -#' -#' @export -#' -verify_cast <- function(cast){ - check_args() - cast -} - -#' @rdname verify_cast -#' -#' @export -#' -cast_is_valid <- function(cast_to_check, verbose = FALSE){ - check_args() - is_valid <- TRUE - violations <- c() - valid_columns <- c("date", "forecastmonth", "forecastyear", "newmoonnumber", - "model", "currency", "level", "species", "estimate", - "LowerPI", "UpperPI", "fit_start_newmoon", - "fit_end_newmoon", "initial_newmoon") - valid_currencies <- c("abundance", "richness", "biomass", "energy") - valid_levels <- c("All", "Controls", "FullExclosure", "KratExclosure", - paste("Plot", 1:24, " ", sep = "")) - valid_species <- rodent_spp("wtotal") - - if(!(all(colnames(cast_to_check) %in% valid_columns) & - all(valid_columns %in% colnames(cast_to_check)))){ - if(verbose){ - print("file column names invalid") - } - return(FALSE) - } - - cast_to_check$date <- as.Date(cast_to_check$date, "%Y-%m-%d") - if(any(is.na(cast_to_check$date))){ - is_valid <- FALSE - violations <- c("date", violations) - } - if(!all(unique(cast_to_check$currency) %in% valid_currencies)){ - is_valid <- FALSE - violations <- c("currency", violations) - } - if(!all(unique(cast_to_check$level) %in% valid_levels)){ - is_valid <- FALSE - violations <- c("level", violations) - } - if(!all(unique(cast_to_check$species) %in% valid_species)){ - is_valid <- FALSE - violations <- c("species", violations) - } - if(any(is.na(cast_to_check$estimate))) { - is_valid <- FALSE - violations <- c("NA esimates", violations) - } - if(any(is.na(cast_to_check$LowerPI))) { - is_valid <- FALSE - violations <- c("NA LowerPI", violations) - } - if(any(is.na(cast_to_check$UpperPI))) { - is_valid <- FALSE - violations <- c("NA UpperPI", violations) - } - - if(!is.integer(cast_to_check$fit_start_newmoon)) { - is_valid <- FALSE - violations <- c("fit_start_newmoon not int", violations) - } - if(!is.integer(cast_to_check$fit_end_newmoon)) { - is_valid <- FALSE - violations <- c("fit_end_newmoon not int", violations) - } - if(!is.integer(cast_to_check$initial_newmoon)) { - is_valid <- FALSE - violations <- c("initial_newmoon not int", violations) - } - if(any(is.na(cast_to_check$fit_start_newmoon))) { - is_valid <- FALSE - violations <- c("fit_start_newmoon contains NA", violations) - } - if(any(is.na(cast_to_check$fit_end_newmoon))) { - is_valid <- FALSE - violations <- c("fit_end_newmoon contains NA", violations) - } - if(any(is.na(cast_to_check$initial_newmoon))) { - is_valid <- FALSE - violations <- c("initial_newmoon contains NA", violations) - } - - if(verbose & length(violations) > 0){ - violationses <- paste(violations, collapse = ", ") - print(paste0("Forecast validation failed: ", violationses)) - } - is_valid -} - -#' @title Determine the most recent forecast or hindcast -#' -#' @description Determine the date of the most recently produced forecast or -#' hindcast in a predictions folder. -#' -#' @param tree \code{dirtree}-class list. See \code{\link{dirtree}}. -#' -#' @param cast_type \code{character} value of the type of -cast of model. Used -#' to select the file in the predictions subdirectory. -#' -#' @param with_census \code{logical} toggle if the plot should include the -#' observed data collected during the predicted census. -#' -#' @return \code{Date} of the most recent cast. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir(all_options(download_existing_predictions = TRUE)) -#' most_recent_cast() -#' } -#' -#' @export -#' -most_recent_cast <- function(tree = dirtree(), cast_type = "forecasts", - with_census = FALSE){ - check_args() - pfolderpath <- sub_paths(tree = tree, "predictions") - pfiles <- list.files(pfolderpath) - of_interest1 <- grepl(cast_type, pfiles) - of_interest2 <- grepl("aic", pfiles) - if (sum(of_interest1 & !of_interest2) < 1){ - stop("no valid files in the predictions folder for `cast_type`") - } - cast_text <- paste0(cast_type, ".csv") - cast_dates <- gsub(cast_text, "", pfiles[of_interest1 & !of_interest2]) - cast_dates <- as.Date(cast_dates) - prior_to <- today() + 1 - if (with_census){ - prior_to <- most_recent_census(tree) - } - max(cast_dates[cast_dates < prior_to]) -} - -#' @title Select the specific fore- or hindcast from a casts table -#' -#' @description Given a \code{casts}-class \code{data.frame} of many models' -#' predictions, select a specific subset for use. -#' -#' @param casts Class \code{casts} \code{data.frame} of requested fore- or -#' hindcasts to be selected from. -#' -#' @param species \code{character} value(s) of the species code(s) or -#' \code{"total"} for the total across species. If \code{NULL}, all species -#' and "total" are returned. -#' -#' @param level \code{character} value of the level of interest (\code{"All"} -#' or \code{"Controls"}). If \code{NULL}, all levels are returned. -#' -#' @param models \code{character} value(s) of the name(s) (or -#' \code{"Ensemble"}) of the model(s) of interest. If \code{NULL}, all -#' models are returned. -#' -#' @param newmoonnumbers \code{integer}-conformable value(s) of the -#' newmoonnumber(s) of interest. If \code{NULL}, all newmoons are returned. -#' -#' @return Class \code{casts} \code{data.frame} of trimmed fore- or -#' hindcasts. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir() -#' portalcast() -#' casts <- read_casts() -#' scasts <- select_casts(casts) -#' } -#' -#' @export -#' -select_casts <- function(casts, species = NULL, level = NULL, models = NULL, - newmoonnumbers = NULL){ - check_args() - incl_species <- rep(TRUE, nrow(casts)) - incl_level <- rep(TRUE, nrow(casts)) - incl_model <- rep(TRUE, nrow(casts)) - incl_nmm <- rep(TRUE, nrow(casts)) - - casts <- na_conformer(casts) - if (!is.null(species)){ - incl_species <- casts[ , "species"] %in% species - } - if (!is.null(level)){ - incl_level <- casts[ , "level"] %in% level - } - if (!is.null(models)){ - incl_model <- casts[ , "model"] %in% models - } - if (!is.null(newmoonnumbers)){ - incl_nmm <- casts[ , "newmoonnumber"] %in% newmoonnumbers - } - incl <- which(incl_species & incl_level & incl_model & incl_nmm) - casts[incl, ] -} - - -#' @title Append the observed values to a table of -casts -#' -#' @description Add a column of observed values and optionally raw error, -#' in-prediction-window logical indicator, and lead time columns. Additional -#' columns are added by default. -#' -#' @param casts Class \code{casts} \code{data.frame} of requested fore- or -#' hindcasts to have observations added to. -#' -#' @param tree \code{dirtree}-class list. See \code{\link{dirtree}}. -#' -#' @param add_error \code{logical} indicator if the \code{error} column should -#' be added to the output as well. -#' -#' @param add_in_window \code{logical} indicator if the \code{in_window} -#' column should be added to the output as well. -#' -#' @param add_lead \code{logical} indicator if the \code{lead} column should -#' be added to the output as well. -#' -#' @return Class \code{casts} \code{data.frame} with additional columns. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir(all_options(download_existing_predictions = TRUE)) -#' casts <- read_casts() -#' casts_a <- select_casts(casts, level = "All") -#' casts_a <- append_observed_to_cast(casts_a) -#' } -#' -#' @export -#' -append_observed_to_cast <- function(casts, tree = dirtree(), add_error = TRUE, - add_in_window = TRUE, add_lead = TRUE){ - check_args() - level <- unique(casts$level) - if (length(level) != 1){ - stop("`casts` must have (only) one type for `level` column") - } - obs <- read_data(tree, tolower(level)) - colnames(obs)[which(colnames(obs) == "NA.")] <- "NA" - casts$observed <- NA - for(i in 1:nrow(casts)){ - nmmatch <- which(obs$newmoonnumber == casts$newmoonnumber[i]) - sppmatch <- which(colnames(obs) == casts$species[i]) - obsval <- obs[nmmatch, sppmatch] - if (length(obsval) == 1){ - casts$observed[i] <- obsval - } - } - if (add_error){ - casts$error <- casts$estimate - casts$observed - } - if (add_in_window){ - above_lower <- casts$observed >= casts$LowerPI - below_upper <- casts$observed <= casts$UpperPI - casts$in_window <- above_lower & below_upper - } - if (add_lead){ - casts$lead <- casts$newmoonnumber - casts$initial_newmoon - } - casts -} - -#' @title Summarize a table of -casts to -cast-level errors -#' -#' @description Summarize error across all of the data points within each -#' forecast or hindcast in a set of -casts. -#' -#' @param casts Class \code{casts} \code{data.frame} of requested fore- or -#' hindcasts with observed values and errors included. -#' -#' @param min_observed \code{integer} value for the minimum number of observed -#' values needed for a -cast to be retained in the output table. Default is -#' \code{1}, which returns all -casts with any observations. To include all -#' -casts (even those without any evaluations), set to \code{0}. -#' -#' @return \code{data.frame} of errors summarized to the -cast-level. -#' -#' @examples -#' \dontrun{ -#' -#' setup_dir(all_options(download_existing_predictions = TRUE)) -#' casts <- read_casts() -#' casts_a <- select_casts(casts, level = "All") -#' casts_a <- append_observed_to_cast(casts_a) -#' measure_cast_error(casts_a) -#' } -#' -#' @export -#' -measure_cast_error <- function(casts, min_observed = 1){ - check_args() - groupcols <- c("model", "species", "level", "date", "initial_newmoon") - cols <- which(colnames(casts) %in% groupcols) - castgroup <- apply(casts[ ,cols], 1, paste, collapse = "_") - ugroups <- unique(castgroup) - ngroups <- length(ugroups) - - RMSE <- rep(NA, ngroups) - coverage <- rep(NA, ngroups) - nsamples <- rep(NA, ngroups) - nsampleso <- rep(NA, ngroups) - tmodel <- rep(NA, ngroups) - tspecies <- rep(NA, ngroups) - tlevel <- rep(NA, ngroups) - tdate <- rep(NA, ngroups) - tdate <- rep(NA, ngroups) - fit_start_newmoon <- rep(NA, ngroups) - fit_end_newmoon <- rep(NA, ngroups) - for(i in 1:ngroups){ - incl <- which(castgroup == ugroups[i]) - nsamples[i] <- length(incl) - nsampleso[i] <- length(na.omit(casts$observed[incl])) - splitname <- strsplit(ugroups[i], "_")[[1]] - tmodel[i] <- splitname[2] - tspecies[i] <- splitname[4] - tlevel[i] <- splitname[3] - tdate[i] <- splitname[1] - errs <- na.omit(casts$error[incl]) - RMSE[i] <- sqrt(mean(errs^2)) - in_window <- na.omit(casts$in_window[incl]) - coverage[i] <- sum(in_window)/length(in_window) - fit_start_newmoon[i] <- unique(casts$fit_start_newmoon[incl]) - fit_end_newmoon[i] <- unique(casts$fit_end_newmoon[incl]) - } - casttab <- data.frame(model = tmodel, species = tspecies, level = tlevel, - date = tdate, fit_start_newmoon = fit_start_newmoon, - fit_end_newmoon = fit_end_newmoon, - nsamples = nsamples, nsamples_obs = nsampleso, - RMSE = RMSE, coverage = coverage) - no_obs <- which(nsampleso < min_observed) - if (length(no_obs) > 0){ - casttab <- casttab[-no_obs, ] - } - casttab -} - -#' @title Select the most abundant species from a forecast or hindcast -#' -#' @description Given a forecast or hindcast, determine the most abundant -#' species predicted. Currently only reliable for forecasts. -#' -#' @param topx \code{integer}-conformable numeric value for the top number of -#' species to select. -#' -#' @param tree \code{dirtree}-class directory tree list. See -#' \code{\link{dirtree}}. -#' -#' @param species \code{character} vector of the species codes (or -#' \code{"total"} for the total across species) to be selected from or -#' \code{NULL} to include all species and the total. -#' -#' @param level \code{character} value of the level of interest (\code{"All"} -#' or \code{"Controls"}). -#' -#' @param cast_type \code{character} value of the type of -cast of model. Used -#' to select the file in the predictions subdirectory. Currently only -#' reliably coded for \code{"forecasts"}. -#' -#' @param cast_date \code{Date} the predictions were made. Used to select the -#' file in the predictions subdirectory. If \code{NULL} (default), the -#' most recently made -cast is selected. -#' -#' @param model \code{character} value of the name (or \code{"Ensemble"}) of -#' the model to be plotted. -#' -#' @param lead \code{integer}-conformable lead of the newmoon number used to -#' select the data plotted. -#' -#' @param from_date \code{Date} to be used as a reference of when to count -#' the \code{lead} from. If \code{NULL} (default), for -#' \code{cast_type = "forecasts"}, \code{from_date = cast_date} and -#' \code{plot_cast_point} is not yet reliable for -#' \code{cast_type = "hindcasts"}. -#' -#' @return \code{character} vector of length \code{topx} of the species codes -#' (see \code{\link{rodent_spp}}) of the selected species. -#' -#' @export -#' -select_most_ab_spp <- function(topx = 3, tree = dirtree(), - species = rodent_spp(), - level = "Controls", cast_type = "forecasts", - cast_date = NULL, model = "Ensemble", - lead = 1, from_date = NULL){ - check_args() - if (is.null(cast_date)){ - cast_date <- most_recent_cast(tree, cast_type) - } - if (is.null(from_date)){ - if(cast_type == "forecasts"){ - from_date <- cast_date - } - } - metadata <- read_data(tree, "metadata") - obs <- read_data(tree, tolower(level)) - moons <- read_data(tree, "moons") - nmdates <- as.Date(as.character(moons$newmoondate)) - most_recent_nm_spot <- max(which(nmdates <= from_date)) - most_recent_nm_number <- moons$newmoonnumber[most_recent_nm_spot] - cast_nms_io <- metadata$rodent_forecast_newmoons > most_recent_nm_number - to_include <- which(cast_nms_io)[lead] - newmoonnumbers <- metadata$rodent_forecast_newmoons[to_include] - - pred <- read_cast(tree, cast_type = cast_type, cast_date = cast_date) %>% - select_casts(species = species, level = level, models = model, - newmoonnumbers = newmoonnumbers) - pred$species[order(pred$estimate, decreasing = TRUE)[1:topx]] -} - diff --git a/R/setup_dir.R b/R/setup_dir.R new file mode 100644 index 000000000..0c857a46a --- /dev/null +++ b/R/setup_dir.R @@ -0,0 +1,176 @@ +#' @title Create and fill a forecasting directory +#' +#' @description Combines \code{\link{create_dir}} and \code{\link{fill_dir}} +#' to create a ready-to-run (via \code{\link{portalcast}}) when +#' indicated. \cr \cr +#' \code{setup_production} creates a standard production directory. \cr \cr +#' \code{setup_sandbox} creates a sandboxing directory. \cr \cr +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param models \code{character} vector of name(s) of model(s) to +#' include. +#' +#' @param end_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the last sample to be included. Default value is \code{NULL}, which +#' equates to the most recently included sample. +#' +#' @param lead_time \code{integer} (or integer \code{numeric}) value for the +#' number of timesteps forward a cast will cover. +#' +#' @param cast_date \code{Date} from which future is defined (the origin of +#' the cast). In the recurring forecasting, is set to today's date +#' using \code{\link{Sys.Date}}. +#' +#' @param start_moon \code{integer} (or integer \code{numeric}) newmoon number +#' of the first sample to be included. Default value is \code{217}, +#' corresponding to \code{1995-01-01}. +#' +#' @param confidence_level \code{numeric} confidence level used in +#' summarizing model output. Must be between \code{0} and \code{1}. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @param controls_model Additional controls for models not in the prefab +#' set. \cr +#' A \code{list} of a single model's script-writing controls or a +#' \code{list} of \code{list}s, each of which is a single model's +#' script-writing controls. \cr +#' Presently, each model's script writing controls +#' should include three elements: \code{name} (a \code{character} value of +#' the model name), \code{covariates} (a \code{logical} indicator of if the +#' model needs covariates), and \code{lag} (an \code{integer}-conformable +#' value of the lag to use with the covariates or \code{NA} if +#' \code{covariates = FALSE}). \cr +#' If only a single model is added, the name of +#' the model from the element \code{name} will be used to name the model's +#' \code{list} in the larger \code{list}. If multiple models are added, each +#' element \code{list} must be named according to the model and the +#' \code{name} element. \cr +#' +#' @param controls_rodents Control \code{list} or \code{list} of \code{list}s +#' (from \code{\link{rodents_controls}}) specifying the structuring of the +#' rodents tables. See \code{\link{rodents_controls}} for details. +#' +#' @param control_climate_dl \code{list} of specifications for the download, +#' which are sent to \code{\link{NMME_urls}} to create the specific URLs. See +#' \code{\link{climate_dl_control}}. +#' +#' @param downloads \code{list} of arguments to pass to \code{\link{download}} +#' for raw file downloading. +#' +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. +#' +#' @param verbose \code{logical} indicator of whether or not to print out +#' all of the information or not (and thus just the tidy messages). +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. +#' +#' @return \code{NULL} +#' +#' @examples +#' \donttest{ +#' setup_dir() +#' setup_sandbox() +#' setup_production() +#' } +#' +#' @export +#' +setup_dir <- function(main = ".", models = prefab_models(), end_moon = NULL, + start_moon = 217, lead_time = 12, + confidence_level = 0.95, cast_date = Sys.Date(), + controls_model = NULL, + controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = zenodo_downloads(c("1215988", "833438")), + quiet = FALSE, verbose = FALSE, arg_checks = TRUE){ + check_args(arg_checks) + portalcast_welcome(quiet = quiet) + create_dir(main = main, filename_config = control_files$filename_config, + quiet = quiet, verbose = verbose, arg_checks = arg_checks) + messageq("---------------------------------------------------------", quiet) + fill_dir(main = main, models = models, + end_moon = end_moon, lead_time = lead_time, + cast_date = cast_date, start_moon = start_moon, + confidence_level = confidence_level, + controls_model = controls_model, + controls_rodents = controls_rodents, + control_climate_dl = control_climate_dl, + downloads = downloads, quiet = quiet, verbose = verbose, + control_files = control_files, arg_checks = arg_checks) + messageq("---------------------------------------------------------", quiet) + messageq("Directory successfully instantiated", quiet) + messageq("---------------------------------------------------------", quiet) +} + + + +#' @rdname setup_dir +#' +#' @export +#' +setup_production <- function(main = ".", models = prefab_models(), + end_moon = NULL, start_moon = 217, + lead_time = 12, cast_date = Sys.Date(), + confidence_level = 0.95, controls_model = NULL, + controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = + zenodo_downloads(c("1215988", "833438")), + quiet = FALSE, verbose = TRUE, + arg_checks = TRUE){ + check_args(arg_checks) + setup_dir(main = main, models = models, + end_moon = end_moon, lead_time = lead_time, + cast_date = cast_date, start_moon = start_moon, + confidence_level = confidence_level, + controls_model = controls_model, + controls_rodents = controls_rodents, + control_climate_dl = control_climate_dl, + downloads = downloads, quiet = quiet, verbose = verbose, + control_files = control_files, arg_checks = arg_checks) +} + + +#' @rdname setup_dir +#' +#' @export +#' +setup_sandbox <- function(main = ".", models = prefab_models(), + end_moon = NULL, start_moon = 217, lead_time = 12, + confidence_level = 0.95, cast_date = Sys.Date(), + controls_model = NULL, + controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = + zenodo_downloads(c("1215988", "833438")), + quiet = FALSE, verbose = TRUE, + arg_checks = FALSE){ + check_args(arg_checks) + setup_dir(main = main, models = models, + end_moon = end_moon, lead_time = lead_time, + cast_date = cast_date, start_moon = start_moon, + confidence_level = confidence_level, + controls_model = controls_model, + controls_rodents = controls_rodents, + control_climate_dl = control_climate_dl, + downloads = downloads, quiet = quiet, verbose = verbose, + control_files = control_files, arg_checks = arg_checks) + sandbox_welcome(main = main, quiet = quiet, arg_checks = arg_checks) +} + diff --git a/R/utilities.R b/R/utilities.R index 7b3dfbf06..17be93123 100644 --- a/R/utilities.R +++ b/R/utilities.R @@ -1,195 +1,460 @@ -#' @title Optionally generate a message based on a logical input +#' @title Create a named empty list #' -#' @description Given the input to \code{quiet}, generate the message(s) -#' in \code{msg} or not. +#' @description Produces a list with \code{NULL} for each element named +#' according to \code{element_names}. +#' +#' @param element_names \code{character} vector of names for the elements +#' in the list. +#' +#' @return \code{list} with names \code{element_names} and values \code{NULL}. +#' +#' @examples +#' named_null_list(c("a", "b", "c")) +#' +#' @export +#' +named_null_list <- function(element_names = NULL){ + return_if_null(element_names) + nelements <- length(element_names) + out <- vector("list", nelements) + names(out) <- element_names + out +} + +#' @title Error if a function's request is deeper than can be handled +#' +#' @description Produces an informative error message when a function +#' that should only be called inside of other functions is called outside +#' of a function (hence the request to the function is too deep for +#' what it can handle). +#' +#' @param lev The number of frames back in the stack where the request needs +#' to be able to be evaluated. #' -#' @param msg \code{character} vector of the message(s) to generate or -#' \code{NULL}. If more than one element is contained in \code{msg}, they -#' are concatenated with a newline between. +#' @return Throws an error if the function is called in a place where it +#' cannot operate and returns \code{NULL} otherwise. #' -#' @param quiet \code{logical} indicator controlling if the message is -#' generated. +#' @examples +#' \dontrun{ +#' # will error: +#' # error_if_deep(-10) +#' } +#' error_if_deep(0) #' #' @export #' -messageq <- function(msg = NULL, quiet = FALSE){ - check_args() - if (!quiet){ - msg2 <- paste(msg, collapse = "\n") - message(msg2) +error_if_deep <- function(lev){ + lev2 <- lev - 1 + too_deep <- tryCatch(sys.call(lev2), error = function(x){NA}) + if(!is.null(too_deep) && !is.call(too_deep) && is.na(too_deep)){ + msg <- "too deep; function should only be called inside other functions" + stop(msg, call. = FALSE) + } +} + + + +#' @title Update a list's elements +#' +#' @description Update a list with new values for elements +#' +#' @param orig_list \code{list} to be updated with \code{...}. +#' +#' @param ... Named elements to update in \code{orig_list} +#' +#' @return Updated \code{list}. +#' +#' @examples +#' orig_list <- list(a = 1, b = 3, c = 4) +#' update_list(orig_list) +#' update_list(orig_list, a = "a") +#' update_list(orig_list, a = 10, b = NULL) +#' +#' @export +#' +update_list <- function(orig_list = list(), ...){ + if(!is.list(orig_list)){ + stop("orig_list must be a list") + } + update_elems <- list(...) + nupdate_elems <- length(update_elems) + norig_elems <- length(orig_list) + update_list <- vector("list", length = norig_elems) + names(update_list) <- names(orig_list) + if(norig_elems > 0){ + for(i in 1:norig_elems){ + if(!is.null(orig_list[[i]])){ + update_list[[i]] <- orig_list[[i]] + } + } } + if(nupdate_elems > 0){ + names_update_elems <- names(update_elems) + for(i in 1:nupdate_elems){ + if(!is.null(update_elems[[i]])){ + update_list[[names_update_elems[i]]] <- update_elems[[i]] + } + } + } + update_list } + #' @title Conform NA entries to "NA" entries #' #' @description Given the species abbreviation NA, when data are read in, -#' there can be an \code{NA} when it should be an \code{"NA"}. This function -#' conforms the entries to be proper character values. +#' there can be an \code{NA} when it should be an \code{"NA"}. This function +#' conforms the entries to be proper character values. #' -#' @param x Either [1] a \code{data.frame} containing \code{colname} as a -#' column with \code{NA}s that need to be conformed to \code{"NA"}s or [2] -#' a vector with \code{NA}s that need to be conformed to \code{"NA"}s +#' @param dfv Either [1] a \code{data.frame} containing \code{colname} as a +#' column with \code{NA}s that need to be conformed to \code{"NA"}s or [2] +#' a vector with \code{NA}s that need to be conformed to \code{"NA"}s. #' #' @param colname \code{character} value of the column name in \code{tab} to -#' conform the \code{NA}s to \code{"NA"}s. +#' conform the \code{NA}s to \code{"NA"}s. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. #' #' @return \code{x} with any \code{NA} in \code{colname} replaced with -#' \code{"NA"}. +#' \code{"NA"}. +#' +#' @examples +#' na_conformer(c("a", "b", NA, "c")) #' #' @export #' -na_conformer <- function(x, colname = "species"){ - check_args() - if (is.vector(x)){ - naentries <- which(is.na(x)) - x[naentries] <- "NA" - } else if (is.data.frame(x)){ - nasppname <- which(is.na(x[ , colname])) +na_conformer <- function(dfv, colname = "species", arg_checks = TRUE){ + check_args(arg_checks) + if (is.vector(dfv)){ + naentries <- which(is.na(dfv)) + dfv[naentries] <- "NA" + } else if (is.data.frame(dfv)){ + nasppname <- which(is.na(dfv[ , colname])) if (length(nasppname) > 0){ - x[nasppname, colname] <- "NA" + dfv[nasppname, colname] <- "NA" } } - x + dfv } -#' @title Save data out to a file and return it + +#' @title Save data out to a csv, appending the file if it already exists #' -#' @description Save inputted data out to a data file if requested via an -#' options list (request is handled by the \code{save} element and the file -#' name to use is handled by the \code{filename} element) and return it -#' to the console. +#' @description Appending a \code{.csv} without re-writing the header of the +#' file. If the doesn't exist, it will be created. #' #' @param df \code{data.frame} table to be written out. #' -#' @param options_out an options \code{list} that includes a save element and -#' a filename element, and potentially a class element. +#' @param filename \code{character} filename of existing \code{.csv} to be +#' appended. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. #' -#' @return df (as input) +#' @return \code{NULL}. +#' +#' @examples +#' \donttest{ +#' df <- data.frame(x = 1:10) +#' fpath <- file_path(files = "xx.csv") +#' append_csv(df, fpath) +#' } #' #' @export #' -dataout <- function(df, options_out = moons_options()){ - check_args() - if (!is.null(options_out$save)){ - if (options_out$save){ - file_paths(options_out$tree, paste0("data/", options_out$filename)) %>% - write.csv(df, ., row.names = FALSE) - } - } - if (!is.null(options_out$class)){ - class(df) <- unique(c(options_out$class, class(df))) - } - df +append_csv <- function(df, filename, arg_checks = TRUE){ + check_args(arg_checks) + write.table(df, filename, sep = ",", row.names = FALSE, + col.names = !file.exists(filename), append = file.exists(filename)) + NULL } -#' @title Save data out to a csv, appending the file if it already exists +#' @title Calculate the fraction of the year from a date +#' +#' @description Based on the year in which the date occurred, determine the +#' fraction of the year (foy) for the date (in relation to New Year's Eve +#' in that year). #' -#' @description Appending a \code{.csv} without re-writing the header of the -#' file. If the doesn't exist, it will be created. +#' @param dates \code{Date}(s) or \code{Date}-conformable value(s) to be +#' converted to the fraction of the year. #' -#' @param df \code{data.frame} table to be written out. +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. #' -#' @param filename \code{character} filename of existing \code{.csv} to be -#' appended. +#' @return \code{numeric} value(s) of the fraction of the year. +#' +#' @examples +#' foy(Sys.Date()) #' #' @export #' -append_csv <- function(df, filename){ - check_args() - write.table(df, filename, sep = ",", row.names = FALSE, - col.names = !file.exists(filename), append = file.exists(filename)) +foy <- function(dates = NULL, arg_checks = TRUE){ + return_if_null(dates) + check_args(arg_checks) + dates <- as.Date(dates) + jday <- as.numeric(format(dates, "%j")) + nye <- as.Date(paste0(format(dates, "%Y"), "-12-31")) + nyejday <- as.numeric(format(nye, "%j")) + round(jday / nyejday, 3) } -#' @title Zero-abundance forecast +#' @title Remove files from the tmp subdirectory +#' +#' @description Clear the files from the tmp subdirectory. #' -#' @description Create a 0-abundance forecast for fill-in usage when a model -#' fails or there is no non-0 historical abundance. +#' @param main \code{character} value of the name of the main component of +#' the directory tree. #' -#' @param nfcnm \code{integer} number of forecast newmoons. +#' @param cleanup \code{logical} indicator if any files put into the tmp +#' subdirectory should be removed at the end of the process. #' -#' @param colname \code{character} name for the predictor column (to match -#' variable model output names). +#' @param quiet \code{logical} indicator if progress messages should be +#' quieted. #' -#' @return Two-element \code{list} of means and interval values for a -#' 0-abundance forecast to be used as a filler when a model fails or there -#' is no non-0 historical abundance. +#' @param verbose \code{logical} indicator of whether or not to print out +#' all of the information or just tidy messages. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. +#' +#' @return \code{NULL}, with the tmp subdirectory's files removed. +#' +#' @examples +#' \donttest{ +#' create_dir() +#' clear_tmp +#' } #' #' @export #' -fcast0 <- function(nfcnm, colname = "pred"){ - check_args() - mean_0 <- rep(0, nfcnm) - int_0 <- data.frame("lower" = rep(0, nfcnm), "upper" = rep(0, nfcnm)) - out <- list(mean_0, interval = int_0) - names(out)[1] <- colname - out +clear_tmp <- function(main = ".", quiet = FALSE, verbose = FALSE, + cleanup = TRUE, arg_checks = TRUE){ + check_args(arg_checks) + tmp_path <- tmp_path(main = main, arg_checks = arg_checks) + tmp_exist <- dir.exists(tmp_path) + tmp_files <- list.files(tmp_path) + ntmp_files <- length(tmp_files) + if(!cleanup){ + return() + } + messageq("Clearing tmp subdirectory", quiet) + + if(tmp_exist){ + if(ntmp_files > 0){ + tmp_files_full_paths <- file_path(main = main, sub = "tmp", + files = tmp_files, + arg_checks = arg_checks) + file.remove(tmp_files_full_paths) + msg <- " *temporary files cleared from tmp subdirectory*" + } else { + msg <- " *tmp subdirectory already clear*" + } + } else{ + msg <- " *tmp subdirectory not present for clearing*" + } + messageq(msg, !verbose) + NULL } -#' @title Today's date (potentially with time) + + +#' @title Combine a historical table and a cast table +#' +#' @description A simple utility for combining a table of historical data +#' and a table of cast data that might need to be assigned to either one +#' or the other. #' -#' @description Provide the current date (and optionally time) of the system. +#' @param hist_tab,cast_tab A pair of \code{data.frame}s with the same columns +#' including a code{date} column of \code{Date}s, which is used to align +#' them. #' -#' @param time \code{logical} indicator of whether the output should include -#' a timestamp as well as date. +#' @param winner \code{character} value either {"hist"} or \code{"cast"} to +#' decide who wins any ties. In the typical portalcasting space, this is +#' kept at its default value throughout. #' -#' @return Today's date, as a \code{Date} or date and time as a -#' \code{POSIXct}. +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @return \code{data.frame} combining \code{hist_tab} and \code{cast_tab}. #' #' @examples -#' \dontrun{ +#' hist_tab <- data.frame(date = Sys.Date(), x = 1:10) +#' cast_tab <- data.frame(date = Sys.Date(), x = 101:110) +#' combine_hist_and_cast(hist_tab, cast_tab, "hist") +#' combine_hist_and_cast(hist_tab, cast_tab, "cast") +#' +#' @export +#' +combine_hist_and_cast <- function(hist_tab = NULL, cast_tab = NULL, + winner = "hist", arg_checks = TRUE){ + check_args(arg_checks) + return_if_null(hist_tab, cast_tab) + return_if_null(cast_tab, hist_tab) + + dupes <- which(cast_tab$date %in% hist_tab$date) + if(length(dupes) > 0){ + if(winner == "hist"){ + cast_tab <- cast_tab[-dupes, ] + } else if (winner == "cast"){ + dupes <- which(hist_tab$date %in% cast_tab$date) + hist_tab <- hist_tab[-dupes, ] + } + } + bind_rows(hist_tab, cast_tab) +} + +#' @title Add a date to a table that has the year month and day as components +#' +#' @description Add a date (as a \code{Date}) column to a table that has the +#' year month and day as components. #' -#' today() -#' today(time = TRUE) -#' } +#' @param df \code{data.frame} with columns named \code{year}, \code{month}, +#' and \code{day}. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. \cr +#' However, in sandboxing, it is often desirable to be able to deviate from +#' strict argument expectations. Setting \code{arg_checks = FALSE} triggers +#' many/most/all enclosed functions to not check any arguments using +#' \code{\link{check_args}}, and as such, \emph{caveat emptor}. +#' +#' @return \code{data.frame} \code{df} with column of \code{Date}s +#' named \code{date} added. +#' +#' @examples +#' df <- data.frame(year = 2010, month = 2, day = 1:10) +#' add_date_from_components(df) #' #' @export #' -today <- function(time = FALSE){ - check_args() - if (time){ - Sys.time() - } else{ - Sys.Date() - } +add_date_from_components <- function(df, arg_checks = TRUE){ + check_args(arg_checks) + yrs <- df$year + mns <- df$month + dys <- df$day + df$date <- as.Date(paste(yrs, mns, dys, sep = "-")) + df } -#' @title Set the class(es) of an object + +#' @title Determine the start and end calendar dates for a cast window +#' +#' @description Based on the cast origin (\code{cast_date}), lead time +#' (\code{lead_time}), and minimum non-0 lag (\code{min_lag}), determines +#' the dates bracketing the requested window. +#' +#' @param main \code{character} value of the name of the main component of +#' the directory tree. +#' +#' @param moons Moons \code{data.frame}. See \code{\link{prep_moons}}. #' -#' @description For inclusion in a simple pipeline, set the class of an object -#' and return it. +#' @param lead_time \code{integer} (or integer \code{numeric}) value for the +#' number of timesteps forward a cast will cover. #' -#' @param x The object to get the \code{class}(es). +#' @param min_lag \code{integer} (or integer \code{numeric}) of the minimum +#' covariate lag time used in any model. #' -#' @param class The \code{class}(es) to apply to \code{x}. +#' @param cast_date \code{Date} from which future is defined (the origin of +#' the cast). In the recurring forecasting, is set to today's date +#' using \code{\link{Sys.Date}}. #' -#' @return \code{x} with class(es) of \code{class}. +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. +#' +#' @param control_files \code{list} of names of the folders and files within +#' the sub directories and saving strategies (save, overwrite, append, etc.). +#' Generally shouldn't need to be edited. See \code{\link{files_control}}. +#' +#' @return Named \code{list} with elements \code{start} and \code{end}, +#' which are both \code{Dates}. +#' +#' @examples +#' \donttest{ +#' create_dir() +#' fill_raw() +#' cast_window() +#' } #' #' @export #' -classy <- function(x, class = NULL){ - check_args() - class(x) <- class - x +cast_window <- function(main = ".", moons = NULL, cast_date = Sys.Date(), + lead_time = 12, min_lag = 6, + control_files = files_control(), arg_checks = TRUE){ + check_args(arg_checks) + moons <- ifnull(moons, read_moons(main = main, + control_files = control_files, + arg_checks = arg_checks)) + lagged_lead <- lead_time - min_lag + moons0 <- moons[moons$moondate < cast_date, ] + last_moon <- tail(moons0, 1) + last_moon$moondate <- as.Date(last_moon$moondate) + moons0x <- moons0 + colnames(moons0x)[which(colnames(moons0x) == "moon")] <- "newmoonnumber" + colnames(moons0x)[which(colnames(moons0x) == "moondate")] <- "newmoondate" + future_moons <- get_future_moons(moons0x, num_future_moons = lead_time) + start_day <- as.character(as.Date(last_moon$moondate) + 1) + end_day <- as.character(as.Date(future_moons$newmoondate[lead_time])) + list(start = start_day, end = end_day) } #' @title Remove any specific incomplete entries as noted by an NA #' #' @description Remove any incomplete entries in a table, as determined by -#' the presence of an \code{NA} entry in a specific column -#' (\code{col_to_check}). +#' the presence of an \code{NA} entry in a specific column +#' (\code{colname}). #' #' @param df \code{data.frame} table to be written out. #' #' @param colname A single \code{character} value of the column to use -#' to remove incomplete entries. +#' to remove incomplete entries. +#' +#' @param arg_checks \code{logical} value of if the arguments should be +#' checked using standard protocols via \code{\link{check_args}}. The +#' default (\code{arg_checks = TRUE}) ensures that all inputs are +#' formatted correctly and provides directed error messages if not. #' -#' @return df without any incomplete entries. +#' @return \code{df} without any incomplete entries. +#' +#' @examples +#' df <- data.frame(c1 = c(1:9, NA), c2 = 11:20) +#' remove_incompletes(df, "c1") #' #' @export #' -remove_incompletes <- function(df, colname){ - check_args() +remove_incompletes <- function(df, colname, arg_checks = TRUE){ + check_args(arg_checks) incompletes <- which(is.na(df[ , colname])) if (length(incompletes) > 0){ df <- df[-incompletes, ] @@ -197,1453 +462,112 @@ remove_incompletes <- function(df, colname){ df } -#' @title Check a function's arguments' values for validity -#' -#' @description \code{check_args} checks that all of the arguments to a given -#' function have valid values within the pipeline to avoid naming collision -#' and improper formatting, by wrapping around \code{check_arg} for each -#' argument. \cr \cr -#' \code{check_arg} produces (returns) a \code{NULL} if the -#' argument is valid or \code{character} vector of error messages associated -#' with the specific situation (\code{( = arg_value)}) -#' if the argument is invalid. \cr \cr -#' \code{check_args} should only be called within a function. \cr \cr -#' See \code{Details} for argument-specific rules. +#' @title Determine the depth of a list #' -#' @export +#' @description Evaluate an input for the depth of its nesting. #' -check_args <- function(){ - fun_call <- match.call.defaults(definition = sys.function(-1), - call = sys.call(-1)) - fun_name <- toString(fun_call[[1]]) - arg_values <- fun_call[-1] - arg_names <- names(arg_values) - nargs <- length(arg_names) - out <- NULL - if(nargs > 0){ - for(i in 1:nargs){ - arg_value <- eval.parent(arg_values[[i]], 2) - out <- c(out, check_arg(arg_names[i], arg_value, fun_name)) - } - } - if (!is.null(out)){ - if (length(out) > 1){ - out2 <- paste(out, collapse = "; ") - } else{ - out2 <- out - } - out3 <- paste0("in ", fun_name, ": ", out2) - stop(out3) +#' @details If \code{xlist = list()}, then technically the input value is a +#' list, but is empty (of length \code{0}), so depth is returned as \code{0}. +#' +#' @param xlist Focal input \code{list}. +#' +#' @return \code{integer} value of the depth of the list. +#' +#' @examples +#' list_depth("a") +#' list_depth(list()) +#' list_depth(list("a")) +#' list_depth(list(list("a"))) +#' +#' @export +#' +list_depth <- function(xlist){ + xx <- match.call() + xxx <- deparse(xx[[2]]) + if(xxx == "list()"){ + 0L + } else if (is.list(xlist)){ + 1L + max(sapply(xlist, list_depth)) + } else { + 0L } } -#' @rdname check_args -#' -#' @param arg_name \code{character} value of the argument name. -#' -#' @param arg_value Input value for the argument. -#' -#' @param fun_name \code{character} value of the function name or \code{NULL}. -#' -#' @return \code{check_arg}: \code{character} vector of error messages -#' associated with the specific situation -#' (\code{( = arg_value)}). -#' -#' @details Usage and rules for arguments are as follows: \cr \cr -#' \code{add}: must be \code{NULL} or a \code{character} vector in -#' \code{\link{model_names}}. \cr \cr -#' \code{add_error}: must be a length-1 \code{logical} vector in -#' \code{\link{append_observed_to_cast}}. \cr \cr -#' \code{add_in_window}: must be a length-1 \code{logical} vector in -#' \code{\link{append_observed_to_cast}}. \cr \cr -#' \code{add_lead}: must be a length-1 \code{logical} vector in -#' \code{\link{append_observed_to_cast}}. \cr \cr -#' \code{add_obs}: must be a length-1 \code{logical} vector in -#' \code{\link{plot_cast_ts}}. \cr \cr -#' \code{all}: must be a \code{list} with elements named \code{forecast} -#' and \code{aic} in \code{\link{save_forecast_output}} \cr \cr -#' \code{all_forecasts}: must be a \code{data.frame} in -#' \code{\link{make_ensemble}}. \cr \cr -#' \code{append_fcast_csv}: must be a length-1 \code{logical} vector in -#' \code{\link{all_options}}, \code{\link{covariates_options}}, and -#' \code{\link{data_options}}. \cr \cr -#' \code{append_missing_to_raw}: must be a length-1 \code{logical} vector in -#' \code{\link{all_options}}, \code{\link{data_options}}, and -#' \code{\link{moons_options}}. \cr \cr -#' \code{base} must be a length-1 \code{character} vector in -#' \code{\link{all_options}}, \code{\link{cast_options}}, -#' \code{\link{data_options}}, \code{\link{dirtree}}, -#' \code{\link{dir_options}}, \code{\link{models_options}}, -#' \code{\link{PortalData_options}}, and -#' \code{\link{predictions_options}}. \cr \cr -#' \code{cast}: must be a valid -cast \code{data.frame} as checked by -#' \code{\link{cast_is_valid}} in \code{\link{verify_cast}}. \cr \cr -#' \code{casts}: must be of class \code{casts} in -#' \code{\link{append_observed_to_cast}} and -#' \code{\link{measure_cast_error}}. \cr \cr -#' \code{cast_date}: must be \code{NULL} or a length-1 \code{Date} or -#' \code{Date}-conformable vector in \code{\link{add_addl_future_moons}}, -#' \code{\link{all_options}}, \code{\link{cast_options}}, -#' \code{\link{covariates_options}}, \code{\link{data_options}}, -#' \code{\link{metadata_options}}, \code{\link{moons_options}}, -#' \code{\link{plot_cast_point}}, \code{\link{plot_cast_ts}}, and -#' \code{\link{read_cast}}. \cr \cr -#' \code{cast_dates}: must be \code{NULL} or a \code{Date} or -#' \code{Date}-conformable vector in \code{\link{plot_cov_RMSE_mod_spp}}, -#' \code{\link{read_casts}}, and \code{\link{select_most_ab_spp}}. \cr \cr -#' \code{cast_to_check}: must be a \code{data.frame} in -#' \code{\link{cast_is_valid}}. \cr \cr -#' \code{cast_type}: must be a length-1 \code{character} vector in -#' \code{\link{most_recent_cast}}, \code{\link{plot_cast_point}}, -#' \code{\link{plot_cast_ts}}, \code{\link{plot_cov_RMSE_mod_spp}}, -#' \code{\link{plot_err_lead_spp_mods}}, \code{\link{read_cast}}, -#' \code{\link{read_casts}}, and \code{\link{select_most_ab_spp}}. \cr \cr -#' \code{class}: must be \code{NULL} or a \code{character} vector in -#' \code{\link{classy}}. \cr \cr -#' \code{colname}: must be a length-1 \code{character} vector in -#' \code{\link{fcast0}}, \code{\link{na_conformer}}, and -#' \code{\link{remove_incompletes}}. \cr \cr -#' \code{confidence_level}: must be a length-1 \code{numeric} value between -#' 0 and 1 in \code{\link{all_options}}, \code{\link{data_options}}, -#' \code{\link{make_ensemble}}, and \code{\link{metadata_options}}. -#' \cr \cr -#' \code{controls}: must be a \code{list} with elements named -#' \code{forecast} and \code{aic} in \code{\link{save_forecast_output}}. -#' \cr \cr -#' \code{covariates}: must be a \code{data.frame} of class \code{covariates} -#' in \code{\link{forecast_covariates}}, \code{\link{forecast_ndvi}}, -#' and \code{\link{prep_metadata}}. \cr \cr -#' \code{covariate_source}: must be \code{NULL} or a length-1 -#' \code{character} vector of \code{"current_archive"} or -#' \code{"retroactive"} in \code{\link{all_options}}, -#' \code{\link{data_options}}, \code{\link{metadata_options}}. \cr \cr -#' \code{covariate_date_made}: must be \code{NULL} or a length-1 -#' \code{character} vector corresponding to the \code{date_made} column -#' in the covariate_forecasts data table in \code{\link{all_options}}, -#' \code{\link{data_options}}, \code{\link{metadata_options}}. \cr \cr -#' \code{cov_fcast}: must be a length-1 \code{logical} vector in -#' \code{\link{all_options}}, \code{\link{covariates_options}}, and -#' \code{\link{data_options}}. \cr \cr -#' \code{cov_hist}: must be a length-1 \code{logical} vector in -#' \code{\link{all_options}}, \code{\link{covariates_options}}, and -#' \code{\link{data_options}}. \cr \cr -#' \code{c_filename}: must be a length-1 \code{character} vector in -#' \code{\link{all_options}}, \code{\link{covariates_options}}, and -#' \code{\link{data_options}}. \cr \cr -#' \code{c_save}: must be a length-1 \code{logical} vector in -#' \code{\link{all_options}}, \code{\link{covariates_options}}, and -#' \code{\link{data_options}}. \cr \cr -#' \code{data_name}: must be a length-1 \code{character} vector of value -#' \code{"all"}, \code{"controls"}, \code{"covariates"}, -#' \code{"covariate_forecasts"}, \code{"moons"}, -#' or \code{"metadata"} in \code{\link{read_data}}. \cr \cr -#' \code{dates}: must be \code{NULL} or a \code{Date} or -#' \code{Date}-conformable vector in \code{\link{foy}}. \cr \cr -#' \code{df}: must be a \code{data.frame} in -#' \code{\link{append_csv}}, \code{\link{dataout}}, and -#' \code{\link{remove_incompletes}}. \cr \cr -#' \code{download}: must be a length-1 \code{logical} vector in -#' \code{\link{download_predictions}}. \cr \cr -#' \code{download_existing_predictions}: must be a length-1 \code{logical} -#' vector in \code{\link{all_options}} and -#' \code{\link{predictions_options}}. \cr \cr -#' \code{drop_spp}: must be a \code{character} vector in -#' \code{\link{all_options}}, \code{\link{data_options}}, -#' \code{\link{remove_spp}}, and \code{\link{rodents_options}}. \cr \cr -#' \code{end}: must be \code{NULL} or a positive \code{integer} or -#' \code{integer}-conformable vector in \code{\link{all_options}}, -#' \code{\link{cast_options}}, \code{\link{covariates_options}}, -#' \code{\link{data_options}}, and \code{\link{rodents_options}}. -#' \cr \cr -#' \code{ensemble}: must be a length-1 \code{logical} vector in -#' \code{\link{all_options}} and \code{\link{cast_options}}. \cr \cr -#' \code{extension}: must be a length-1 \code{character} vector with -#' a single period in \code{\link{model_paths}}. \cr \cr -#' \code{fcast_nms}: must be \code{NULL} or a non-negative \code{integer} or -#' \code{integer}-conformable vector in \code{\link{all_options}}, -#' \code{\link{covariates_options}}, and \code{\link{data_options}} -#' \cr \cr -#' \code{filename}: must be a length-1 \code{character} vector in -#' \code{\link{append_csv}} and \code{\link{verify_PortalData}}. \cr \cr -#' \code{from_date}: must be \code{NULL} or a length-1 \code{Date} or -#' \code{Date}-conformable vector in \code{\link{plot_cast_point}} and -#' \code{\link{select_most_ab_spp}}. \cr \cr -#' \code{from_zenodo}: must be a length-1 \code{logical} vector in -#' \code{\link{all_options}} and \code{\link{PortalData_options}}. -#' \cr \cr -#' \code{future_moons}: must be a \code{data.frame} of class \code{moons} -#' in \code{\link{add_addl_future_moons}}. \cr \cr -#' \code{hind_step}: must be a length-1 positive \code{integer} or -#' \code{integer}-conformable vector in \code{\link{all_options}}, -#' \code{\link{cast_options}}, \code{\link{covariates_options}}, -#' \code{\link{data_options}}, and \code{\link{rodents_options}}. \cr \cr -#' \code{hist_cov}: must be a \code{data.frame} of class \code{covariates} -#' in \code{\link{prep_fcast_covariates}} and -#' \code{\link{update_covfcast_options}}. \cr \cr -#' \code{hist_fcast_file}: must be a length-1 \code{character} vector in -#' \code{\link{all_options}}, \code{\link{covariates_options}}, and -#' \code{\link{data_options}}. \cr \cr -#' \code{lag}: must be \code{NULL} or a length-1 non-negative \code{integer} -#' or \code{integer}-conformable vector in \code{\link{lag_covariates}}, -#' \code{\link{model_options}}, and \code{\link{pevGARCH}}. \cr \cr -#' \code{lead}: must be a length-1 positive \code{integer} or -#' \code{integer}-conformable vector in \code{\link{plot_cast_point}} and -#' \code{\link{select_most_ab_spp}}. \cr \cr -#' \code{lead_time}: must be a length-1 non-negative \code{integer} or -#' \code{integer}-conformable vector in \code{\link{all_options}}, -#' \code{\link{covariates_options}}, \code{\link{data_options}}, and -#' \code{\link{metadata_options}}. \cr \cr -#' \code{level}: must be \code{NULL} or a length-1 \code{character} vector -#' of value \code{"All"} or \code{"Controls"} in -#' \code{\link{plot_cast_point}}, -#' \code{\link{plot_cast_ts}}, \code{\link{plot_cast_ts_ylab}}, -#' \code{\link{plot_cov_RMSE_mod_spp}}, -#' \code{\link{plot_err_lead_spp_mods}}, \code{\link{select_most_ab_spp}}, -#' and \code{\link{select_casts}} or a length-1 \code{character} vector -#' of value \code{"Site"} or \code{"Treatment"} in -#' \code{\link{AutoArima}}, \code{\link{all_options}}, -#' \code{\link{data_options}}, \code{\link{ESSS}}, -#' \code{\link{metadata_options}}, \code{\link{nbGARCH}}, -#' \code{\link{nbsGARCH}}, -#' \code{\link{pevGARCH}}, and \code{\link{rodents_options}}. \cr \cr -#' \code{local_paths}: must be a \code{character} -#' vector in \code{\link{file_paths}}. \cr \cr -#' \code{main} must be a length-1 \code{character} vector in -#' \code{\link{all_options}}, \code{\link{cast_options}}, -#' \code{\link{data_options}}, \code{\link{dirtree}}, -#' \code{\link{dir_options}}, \code{\link{PortalData_options}}, -#' \code{\link{models_options}}, and \code{\link{predictions_options}}. -#' \cr \cr -#' \code{metadata}: must be of class \code{metadata} in -#' \code{\link{save_forecast_output}}. \cr \cr -#' \code{meta_filename}: must be a length-1 \code{character} vector in -#' \code{\link{all_options}}, \code{\link{data_options}}, and -#' \code{\link{metadata_options}}. \cr \cr -#' \code{meta_save}: must be a length-1 \code{logical} vector in -#' \code{\link{all_options}}, \code{\link{data_options}}, and -#' \code{\link{metadata_options}}. \cr \cr -#' \code{min_lag}: must be a length-1 non-negative \code{integer} or -#' \code{integer}-conformable vector in \code{\link{all_options}}, -#' \code{\link{covariates_options}}, and \code{\link{data_options}}. -#' \cr \cr -#' \code{min_observed}: must be a length-1 positive \code{integer} or -#' \code{integer}-conformable vector in -#' \code{\link{measure_cast_error}} and -#' \code{\link{plot_cov_RMSE_mod_spp}}. \cr \cr -#' \code{min_plots}: must be a length-1 positive \code{integer} or -#' \code{integer}-conformable vector in \code{\link{all_options}}, -#' \code{\link{cast_options}}, \code{\link{data_options}}, and -#' \code{\link{rodents_options}}. \cr \cr -#' \code{min_traps}: must be a length-1 positive \code{integer} or -#' \code{integer}-conformable vector in \code{\link{all_options}}, -#' \code{\link{cast_options}}, \code{\link{data_options}}, and -#' \code{\link{rodents_options}}. \cr \cr -#' \code{model}: must be a length-1 \code{character} vector in -#' \code{\link{model_options}}, \code{\link{plot_cast_point}}, -#' \code{\link{plot_cast_ts}}, \code{\link{plot_cast_ts_ylab}}, -#' \code{\link{save_forecast_output}}, and -#' \code{\link{select_most_ab_spp}}. \cr \cr -#' \code{models}: must be \code{NULL} or a \code{character} vector in -#' \code{\link{all_options}}, \code{\link{cast_options}}, -#' \code{\link{models_options}}, \code{\link{model_paths}}, and -#' \code{\link{select_casts}}, \code{\link{plot_cov_RMSE_mod_spp}}, and -#' \code{\link{plot_err_lead_spp_mods}}. \cr \cr -#' \code{model_set}: must be \code{NULL} or a length-1 \code{character} -#' vector with value \code{"prefab"} or \code{"wEnsemble"} in -#' \code{\link{model_names}}. \cr \cr -#' \code{mod_covariates}: must be a length-1 \code{logical} vector in -#' \code{\link{model_options}}. \cr \cr -#' \code{mod_type}: must be \code{"pevGARCH"} in -#' \code{\link{covariate_models}} . \cr \cr -#' \code{moons}: must be a \code{data.frame} of class \code{moons} in -#' \code{\link{add_future_moons}}, \code{\link{append_past_moons_to_raw}}, -#' \code{\link{forecast_covariates}}, \code{\link{forecast_ndvi}}, -#' \code{\link{forecast_weather}}, \code{\link{format_moons}}, -#' \code{\link{get_climate_forecasts}}, -#' \code{\link{prep_covariates}}, \code{\link{prep_fcast_covariates}}, -#' \code{\link{prep_metadata}}, \code{\link{prep_rodents}}, -#' \code{\link{prep_rodents_list}}, \code{\link{trim_moons_fcast}}, -#' \code{\link{update_covariates}}, and -#' \code{\link{update_covfcast_options}}. \cr \cr -#' \code{msg}: must be \code{NULL} or a \code{character} vector in -#' \code{\link{messageq}}. \cr \cr -#' \code{m_filename}: must be a length-1 \code{character} vector in -#' \code{\link{all_options}}, \code{\link{data_options}}, and -#' \code{\link{moons_options}}. \cr \cr -#' \code{m_save}: must be a length-1 \code{logical} vector in -#' \code{\link{all_options}}, \code{\link{data_options}}, and -#' \code{\link{moons_options}}. \cr \cr -#' \code{nadot}: must be a length-1 \code{logical} vector in -#' \code{\link{rodent_spp}}. \cr \cr -#' \code{ndates}: must be a length-1 positive \code{integer} or -#' \code{integer}-conformable vector in -#' \code{\link{plot_err_lead_spp_mods}}. \cr \cr -#' \code{newmoonnumbers}: must be \code{NULL} or a length-1 non-negative -#' \code{integer} or \code{integer}-conformable vector in -#' \code{\link{select_casts}}. \cr \cr -#' \code{new_forecast_covariates}: must be a \code{data.frame} of class -#' \code{covariates} in \code{\link{append_cov_fcast_csv}}. \cr \cr -#' \code{nfcnm}: must be a length-1 non-negative \code{integer} or -#' \code{integer}-conformable vector in \code{\link{all_options}}, -#' \code{\link{covariates_options}}, and \code{\link{data_options}}. -#' \cr \cr -#' \code{n_future_moons}: must be a length-1 non-negative \code{integer} or -#' \code{integer}-conformable vector in \code{\link{moons_options}}. -#' \cr \cr -#' \code{options_all}: must be of class \code{all_options} in -#' \code{\link{casts}}, \code{\link{cleanup_dir}}, -#' \code{\link{fill_dir}}, \code{\link{portalcast}}, -#' \code{\link{setup_dir}}, \code{\link{step_casts}},and -#' \code{\link{step_hind_forward}}. \cr \cr -#' \code{options_cast}: must be of class \code{cast_options} in -#' \code{\link{add_ensemble}}, \code{\link{cast}}, -#' \code{\link{cast_models}}, \code{\link{check_to_skip}}, -#' \code{\link{combine_forecasts}}, \code{\link{models_to_cast}}, and -#' \code{\link{verify_models}}. \cr \cr -#' \code{options_covariates}: must be of class \code{covariates_options} in -#' \code{\link{append_cov_fcast_csv}}, -#' \code{\link{forecast_covariates}}, \code{\link{forecast_ndvi}}, -#' \code{\link{forecast_weather}}, \code{\link{get_climate_forecasts}}, -#' \code{\link{prep_covariates}}, \code{\link{prep_fcast_covariates}}, -#' \code{\link{prep_hist_covariates}}, \code{\link{trim_moons_fcast}}, -#' \code{\link{update_covariates}}, and -#' \code{\link{update_covfcast_options}}. \cr \cr -#' \code{options_data}: must be of class \code{data_options} in -#' \code{\link{fill_data}}, \code{\link{prep_data}}, -#' \code{\link{transfer_hist_covariate_forecasts}}, -#' \code{\link{transfer_trapping_table}}, and -#' \code{\link{update_data}}. \cr \cr -#' \code{options_dir}: must be of class \code{dir_options} in -#' \code{\link{create_dir}}, \code{\link{create_main_dir}}, and -#' \code{\link{create_sub_dirs}}. \cr \cr -#' \code{options_metadata}: must be of class \code{metadata_options} in -#' \code{\link{prep_metadata}}. \cr \cr -#' \code{options_model}: must be of class \code{model_options} in -#' \code{\link{model_template}} and \code{\link{write_model}}. \cr \cr -#' \code{options_models}: must be of class \code{models_options} in -#' \code{\link{fill_models}}. \cr \cr -#' \code{options_moons}: must be of class \code{moons_options} in -#' \code{\link{add_future_moons}}, \code{\link{append_past_moons_to_raw}}, -#' and \code{\link{prep_moons}}. \cr \cr -#' \code{options_out}: must be an options \code{list} in -#' \code{\link{dataout}}. \cr \cr -#' \code{options_PortalData}: must be of class \code{PortalData_options} in -#' \code{\link{fill_PortalData}}. \cr \cr -#' \code{options_predictions}: must be of class \code{predictions_options} -#' in \code{\link{fill_predictions}}. \cr \cr -#' \code{options_rodents}: must be of class \code{rodents_options} in -#' \code{\link{enforce_rodents_options}}, \code{\link{prep_rodents}}, -#' \code{\link{prep_rodents_list}}, \code{\link{trim_treatment}}, and -#' \code{\link{update_rodents_list}}. \cr \cr -#' \code{output}: must be \code{"abundance"} in \code{\link{all_options}}, -#' \code{\link{data_options}}, and \code{\link{rodents_options}}. \cr \cr -#' \code{plots}: must be a length-1 \code{character} vector of value -#' \code{"all"} or \code{"longerm"} in \code{\link{all_options}}, -#' \code{\link{data_options}}, and \code{\link{rodents_options}}. \cr \cr -#' \code{pred_dir}: must be a length-1 \code{character} vector in -#' \code{\link{compile_aic_weights}} and \code{\link{make_ensemble}}. -#' \cr \cr -#' \code{quiet}: must be a length-1 \code{logical} vector in -#' \code{\link{all_options}}, \code{\link{AutoArima}}, -#' \code{\link{cast_options}}, \code{\link{covariates_options}}, -#' \code{\link{create_sub_dir}}, \code{\link{data_options}}, -#' \code{\link{download_predictions}}, \code{\link{dir_options}}, -#' \code{\link{ESSS}}, \code{\link{metadata_options}}, -#' \code{\link{models_options}}, \code{\link{model_options}}, -#' \code{\link{predictions_options}}, \code{\link{PortalData_options}}, -#' \code{\link{moons_options}}, \code{\link{messageq}}, -#' \code{\link{nbGARCH}}, \code{\link{nbsGARCH}}, \code{\link{pevGARCH}}, -#' \code{\link{rodents_options}}, and \code{\link{verify_PortalData}}. -#' \cr \cr -#' \code{rangex}: must be a length-2 positive \code{integer} or -#' \code{integer}-conformable vector in \code{\link{plot_cast_ts_xaxis}}. -#' \cr \cr -#' \code{rodents}: must be a \code{data.table} of class \code{rodents} in -#' \code{\link{interpolate_abundance}}, \code{\link{is.spcol}}, -#' \code{\link{remove_spp}}, and \code{\link{trim_treatment}}. \cr \cr -#' \code{rodents_list}: must be of class \code{rodents_list} in -#' \code{\link{prep_metadata}}. \cr \cr -#' \code{r_filename}: must be a length-1 \code{character} vector in -#' \code{\link{all_options}}, \code{\link{data_options}}, and -#' \code{\link{rodents_options}}. \cr \cr -#' \code{r_save}: must be a length-1 \code{logical} vector in -#' \code{\link{all_options}}, \code{\link{data_options}}, and -#' \code{\link{rodents_options}}. \cr \cr -#' \code{save}: must be a length-1 \code{logical} vector in -#' \code{\link{covariates_options}}, \code{\link{metadata_options}}, -#' \code{\link{moons_options}}, and \code{\link{rodents_options}}. \cr \cr -#' \code{source_name}: must be a length-1 \code{character} vector in -#' \code{\link{all_options}}, \code{\link{covariates_options}}, -#' and \code{\link{data_options}}. \cr \cr -#' \code{species}: must be \code{NULL} or a \code{character} vector in -#' \code{\link{plot_cast_point}}, \code{\link{plot_cast_point_yaxis}}, -#' \code{\link{plot_cov_RMSE_mod_spp}}, -#' \code{\link{plot_err_lead_spp_mods}}, -#' \code{\link{select_casts}}, and \code{\link{select_most_ab_spp}}; -#' specifically length-1 in -#' \code{\link{plot_cast_ts}} and \code{\link{plot_cast_ts_ylab}}. \cr \cr -#' \code{species_set}: must be \code{NULL} or a length-1 \code{character} -#' vector of value \code{"base"}, \code{"wtotal"}, or \code{"evalplot"} in -#' \code{\link{rodent_spp}}. \cr \cr -#' \code{specific_subs}: must be \code{NULL} or a length-1 \code{character} -#' vector in \code{\link{sub_paths}}. \cr \cr -#' \code{spp_names}: must be a \code{character} vector in -#' \code{\link{is.spcol}}. \cr \cr -#' \code{start}: must be a length-1 positive \code{integer} or -#' \code{integer}-conformable vector in \code{\link{all_options}}, -#' \code{\link{cast_options}}, \code{\link{covariates_options}}, -#' \code{\link{data_options}}, and \code{\link{rodents_options}}. \cr \cr -#' \code{start_newmoon}: must be a length-1 positive \code{integer} or -#' \code{integer}-conformable vector in \code{\link{plot_cast_ts}}. -#' \cr \cr -#' \code{subs} must be a class-\code{character} vector in -#' \code{\link{all_options}}, \code{\link{cast_options}}, -#' \code{\link{data_options}}, \code{\link{dirtree}}, -#' \code{\link{dir_options}}, \code{\link{models_options}}, -#' \code{\link{PortalData_options}}, and -#' \code{\link{predictions_options}}. \cr \cr -#' \code{subs_names}: must be \code{NULL} or a \code{character} -#' vector in \code{\link{subdirs}}. \cr \cr -#' \code{subs_type}: must be \code{NULL} or a length-1 \code{character} -#' vector in \code{\link{subdirs}}. \cr \cr -#' \code{sub_path}: must be \code{NULL} or a length-1 \code{character} -#' vector in \code{\link{create_sub_dir}}. \cr \cr -#' \code{tail}: must be a length-1 \code{logical} vector in -#' \code{\link{lag_covariates}}. \cr \cr -#' \code{temp_dir}: must be a length-1 \code{character} vector in -#' \code{\link{save_forecast_output}}. \cr \cr -#' \code{time}: must be a length-1 \code{logical} vector in -#' \code{\link{today}}. \cr \cr -#' \code{tmnt_type}: must be \code{NULL} or a length-1 \code{character} -#' vector of value \code{"all"} or \code{"controls"} in -#' \code{\link{all_options}}, \code{\link{data_options}}, -#' \code{\link{enforce_rodents_options}}, and -#' \code{\link{rodents_options}}. \cr \cr -#' \code{to_cleanup}: must be \code{NULL} or a \code{character} vector in -#' \code{\link{all_options}} and \code{\link{dir_options}}. \cr \cr -#' \code{topx}: must be a length-1 positive \code{integer} or -#' \code{integer}-conformable vector in \code{\link{select_most_ab_spp}}. -#' \cr \cr -#' \code{treatment}: must be \code{NULL} or \code{"control"} in -#' \code{\link{all_options}}, \code{\link{data_options}}, and -#' \code{\link{rodents_options}}. \cr \cr -#' \code{tree}: must be of class \code{dirtree} in -#' \code{\link{append_observed_to_cast}}, \code{\link{AutoArima}}, -#' \code{\link{base_path}}, \code{\link{clear_tmp}}, -#' \code{\link{covariates_options}}, \code{\link{create_tmp}}, -#' \code{\link{download_predictions}}, \code{\link{ESSS}}, -#' \code{\link{file_paths}}, \code{\link{main_path}}, -#' \code{\link{metadata_options}}, \code{\link{model_options}}, -#' \code{\link{model_paths}}, \code{\link{model_scripts}}, -#' \code{\link{moons_options}}, \code{\link{most_recent_cast}}, -#' \code{\link{most_recent_census}}, \code{\link{nbGARCH}}, -#' \code{\link{nbsGARCH}}, -#' \code{\link{pevGARCH}}, \code{\link{plot_cast_point}}, -#' \code{\link{plot_cast_point_yaxis}}, \code{\link{plot_cast_ts}}, -#' \code{\link{plot_cast_ts_xaxis}}, \code{\link{plot_cast_ts_ylab}}, -#' \code{\link{plot_cov_RMSE_mod_spp}}, -#' \code{\link{plot_err_lead_spp_mods}}, \code{\link{prep_weather_data}}, -#' \code{\link{read_all}}, \code{\link{read_cast}}, -#' \code{\link{read_casts}}, \code{\link{read_controls}}, -#' \code{\link{read_covariates}}, \code{\link{read_covariate_forecasts}}, -#' \code{\link{read_data}}, \code{\link{read_metadata}}, -#' \code{\link{read_moons}}, \code{\link{rodents_options}}, -#' \code{\link{select_most_ab_spp}}, \code{\link{sub_paths}}, and -#' \code{\link{verify_PortalData}}. \cr \cr -#' \code{verbose}: must be a length-1 \code{logical} vector in -#' \code{\link{cast_is_valid}}. \cr \cr -#' \code{version}: must be a length-1 \code{character} vector in -#' \code{\link{all_options}} and \code{\link{PortalData_options}}. \cr \cr -#' \code{with_census}: must be a length-1 \code{logical} vector in -#' \code{\link{most_recent_cast}} and \code{\link{plot_cast_point}}. -#' \cr \cr -#' \code{x}: must be a \code{data.frame} or \code{vector} in -#' \code{\link{na_conformer}} and must simply exist as an object that can -#' have a class attribute in \code{\link{classy}}. \cr \cr -#' \code{yr}: must be a length-1 \code{integer} or -#' \code{integer}-conformable value after 1970 in -#' \code{\link{all_options}}, \code{\link{covariates_options}}, -#' and \code{\link{data_options}}. \cr \cr +#' @title If a value is NULL, trigger the parent function's return #' -#' @export +#' @description If the focal input is \code{NULL}, return \code{value} from +#' the parent function. Should only be used within a function. #' -check_arg <- function(arg_name, arg_value, fun_name = NULL){ - out <- NULL - if (arg_name == "add"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`add` is not a character") - } - } - } - if (arg_name == "add_error"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`add_error` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`add_error` can only be of length = 1") - } - } - if (arg_name == "add_in_window"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`add_in_window` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`add_in_window` can only be of length = 1") - } - } - if (arg_name == "add_lead"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`add_lead` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`add_lead` can only be of length = 1") - } - } - if (arg_name == "add_obs"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`add_obs` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`add_obs` can only be of length = 1") - } - } - if (arg_name == "all"){ - if (!("list" %in% class(arg_value))){ - out <- c(out, "`all` is not a list") - } - if (!all(c("forecast", "aic") %in% names(arg_value))){ - out <- c(out, "`all` does not have elements named `forecast` and `aic`") - } - } - if (arg_name == "all_forecasts"){ - if (!("data.frame" %in% class(arg_value))){ - out <- c(out, "`all_forecasts` is not a data frame") - } - } - if (arg_name == "append_fcast_csv"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`append_fcast_csv` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`append_fcast_csv` can only be of length = 1") - } - } - if (arg_name == "append_missing_to_raw"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`append_missing_to_raw` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`append_missing_to_raw` can only be of length = 1") - } - } - if (arg_name == "base"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`base` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`base` can only be of length = 1") - } - } - if (arg_name == "cast"){ - if (!("data.frame" %in% class(arg_value))){ - out <- c(out, "`cast` is not a data frame") - } - if(!cast_is_valid(arg_value)){ - out <- c(out, "`cast` is not valid") - } - } - if (arg_name == "casts"){ - if (!("casts" %in% class(arg_value))){ - out <- c(out, "`casts` is not of class casts") - } - } - if (arg_name == "cast_date"){ - if (!is.null(arg_value)){ - if (length(arg_value) != 1){ - out <- c(out, "`cast_date` can only be of length = 1") - } - cast_date2 <- tryCatch(as.Date(arg_value), error = function(x){NA}) - if (any(is.na(cast_date2))){ - out <- c(out, "`cast_date` is not a Date") - } - } - } - if (arg_name == "cast_dates"){ - if (!is.null(arg_value)){ - cast_dates2 <- tryCatch(as.Date(arg_value), error = function(x){NA}) - if (any(is.na(cast_dates2))){ - out <- c(out, "`cast_dates` is not a Date") - } - } - } - if (arg_name == "cast_to_check"){ - if (!("data.frame" %in% class(arg_value))){ - out <- c(out, "`cast_to_check` is not a data frame") - } - } - if (arg_name == "cast_type"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`cast_type` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`cast_type` can only be of length = 1") - } - if (!(all(arg_value %in% c("forecasts", "hindcasts")))){ - out <- c(out, "`cast_type` can only be `forecasts` or `hindcasts`") - } - } - if (arg_name == "class"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`class` is not a character") - } - } - } - if (arg_name == "colname"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`colname` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`colname` can only be of length = 1") - } - } - if (arg_name == "confidence_level"){ - if (length(arg_value) != 1){ - out <- c(out, "`confidence_level` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`confidence_level` is not numeric") - } else if (any(arg_value < 0.001 | arg_value > 0.999)){ - out <- c(out, "`confidence_level` is not between 0.001 and 0.999") - } - } - if (arg_name == "controls"){ - if (!("list" %in% class(arg_value))){ - out <- c(out, "`controls` is not a list") - } - if (!all(c("forecast", "aic") %in% names(arg_value))){ - msg <- "`controls` does not have elements named `forecast` and `aic`" - out <- c(out, msg) - } - } - if (arg_name == "covariates"){ - if (!("covariates" %in% class(arg_value))){ - out <- c(out, "`covariates` is not a covariates table") - } - } - if (arg_name == "covariate_source"){ - if (!is.null(arg_value)){ - valid_names <- c("current_archive", "retroactive") - if (!is.character(arg_value)){ - out <- c(out, "`covariate_source` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`covariate_source` can only be of length = 1") - } - if (!(all(arg_value %in% valid_names))){ - out <- c(out, "`covariate_source` is not valid option") - } - } - } - if (arg_name == "covariate_date_made"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`covariate_date_made` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`covariate_date_made` can only be of length = 1") - } - } - } - if (arg_name == "cov_fcast"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`cov_fcast` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`cov_fcast` can only be of length = 1") - } - } - if (arg_name == "cov_hist"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`cov_hist` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`cov_hist` can only be of length = 1") - } - } - if (arg_name == "c_filename"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`c_filename` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`c_filename` can only be of length = 1") - } - } - if (arg_name == "c_save"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`c_save` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`c_save` can only be of length = 1") - } - } - if (arg_name == "data_name"){ - valid_names <- c("all", "controls", "covariates", "covariate_forecasts", - "moons", "metadata") - if (!is.character(arg_value)){ - out <- c(out, "`data_name` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`data_name` can only be of length = 1") - } - if (!(all(arg_value %in% valid_names))){ - out <- c(out, "`data_name` is not valid option") - } - } - if (arg_name == "dates"){ - if (!is.null(arg_value)){ - cast_dates2 <- tryCatch(as.Date(arg_value), error = function(x){NA}) - if (any(is.na(cast_dates2))){ - out <- c(out, "`dates` is not a Date") - } - } - } - if (arg_name == "df"){ - if (!("data.frame" %in% class(arg_value))){ - out <- c(out, "`df` not a data.frame") - } - } - if (arg_name == "download"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`download` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`download` can only be of length = 1") - } - } - if (arg_name == "download_existing_predictions"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`download_existing_predictions` is not logical") - } - if (length(arg_value) != 1){ - msg <- "`download_existing_predictions` can only be of length = 1" - out <- c(out, msg) - } - } - if (arg_name == "drop_spp"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`drop_spp` is not a character") - } - } - } - if (arg_name == "end"){ - if (!is.null(arg_value)){ - if (!is.numeric(arg_value)){ - out <- c(out, "`end` is not numeric") - } else if (any(arg_value < 1 )| any(arg_value %% 1 != 0)){ - out <- c(out, "`end` is not a positive integer") - } - } - } - if (arg_name == "ensemble"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`ensemble` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`ensemble` can only be of length = 1") - } - } - if (arg_name == "extension"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`extension` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`extension` can only be of length = 1") - } - lext <- nchar(arg_value) - spot <- rep(NA, lext) - for(i in 1:lext){ - spot[i] <- substr(arg_value, i, i) == "." - } - if (sum(spot) != 1){ - out <- c(out, "`extension` is not an extension") - } - } - } - if (arg_name == "fcast_nms"){ - if (!is.null(arg_value)){ - if (!is.numeric(arg_value)){ - out <- c(out, "`fcast_nms` is not numeric") - } else if (any(arg_value < 0) | any(arg_value %% 1 != 0)){ - out <- c(out, "`fcast_nms` is not a non-negative integer") - } - } - } - if (arg_name == "filename"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`filename` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`filename` can only be of length = 1") - } - } - if (arg_name == "from_date"){ - if (!is.null(arg_value)){ - if (length(arg_value) != 1){ - out <- c(out, "`from_date` can only be of length = 1") - } - from_date2 <- tryCatch(as.Date(arg_value), error = function(x){NA}) - if (any(is.na(from_date2))){ - out <- c(out, "`from_date` is not a Date") - } - } - } - if (arg_name == "from_zenodo"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`from_zenodo` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`from_zenodo` can only be of length = 1") - } - } - if (arg_name == "future_moons"){ - if (!("moons" %in% class(arg_value))){ - out <- c(out, "`future_moons` is not an moons table") - } - } - if (arg_name == "hind_step"){ - if (length(arg_value) != 1){ - out <- c(out, "`hind_step` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`hind_step` is not numeric") - } else if (any(arg_value < 1 | arg_value %% 1 != 0)){ - out <- c(out, "`hind_step` is not a positive integer") - } - } - if (arg_name == "hist_cov"){ - if (!("covariates" %in% class(arg_value))){ - out <- c(out, "`hist_cov` is not a covariates table") - } - } - if (arg_name == "hist_fcast_file"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`hist_fcast_file` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`hist_fcast_file` can only be of length = 1") - } - } - if (arg_name == "lag"){ - if(!is.null(arg_value)){ - if (length(arg_value) != 1){ - out <- c(out, "`lag` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`lag` is not numeric") - } else if (any(arg_value < 0 | arg_value %% 1 != 0)){ - out <- c(out, "`lag` is not a non-negative integer") - } - } - } - if (arg_name == "lead"){ - if (length(arg_value) != 1){ - out <- c(out, "`lead` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`lead` is not numeric") - } else if (any(arg_value < 1 | arg_value %% 1 != 0)){ - out <- c(out, "`lead` is not a positive integer") - } - } - if (arg_name == "lead_time"){ - if (length(arg_value) != 1){ - out <- c(out, "`lead_time` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`lead_time` is not numeric") - } else if (any(arg_value < 0 | arg_value %% 1 != 0)){ - out <- c(out, "`lead_time` is not a non-negative integer") - } - } - if (arg_name == "level"){ - if (!is.null(arg_value)){ - if (!is.character(arg_value)){ - out <- c(out, "`level` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`level` can only be of length = 1") - } - AC_funs <- c("plot_cov_RMSE_mod_spp", "plot_err_lead_spp_mods", - "plot_cast_point", "select_most_ab_spp", "select_casts", - "AutoArima", "ESSS", "nbGARCH", "nbsGARCH", "pevGARCH") - ST_funs <- c("all_options") - if (fun_name %in% AC_funs){ - if (!(all(arg_value %in% c("All", "Controls")))){ - out <- c(out, "`level` must be 'All' or 'Controls'") - } - } - if (fun_name %in% ST_funs){ - if (!(arg_value %in% c("Site", "Treatment"))){ - out <- c(out, "`level` must be 'Site' or 'Treatment'") - } - } - } - } - if (arg_name == "local_paths"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`local_path` is not a character") - } - } - if (arg_name == "main"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`main` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`main` can only be of length = 1") - } - } - if (arg_name == "metadata"){ - if (!("metadata" %in% class(arg_value))){ - out <- c(out, "`metadata` is not a metadata list") - } - } - if (arg_name == "meta_filename"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`meta_filename` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`meta_filename` can only be of length = 1") - } - } - if (arg_name == "meta_save"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`meta_save` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`meta_save` can only be of length = 1") - } - } - if (arg_name == "min_lag"){ - if (length(arg_value) != 1){ - out <- c(out, "`min_lag` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`min_lag` is not numeric") - } else if (any(arg_value < 0 | arg_value %% 1 != 0)){ - out <- c(out, "`min_lag` is not a non-negative integer") - } - } - if (arg_name == "min_observed"){ - if (length(arg_value) != 1){ - out <- c(out, "`min_observed` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`min_observed` is not numeric") - } else if (any(arg_value < 1 | arg_value %% 1 != 0)){ - out <- c(out, "`min_observed` is not a positive integer") - } - } - if (arg_name == "min_plots"){ - if (length(arg_value) != 1){ - out <- c(out, "`min_plots` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`min_plots` is not numeric") - } else if (any(arg_value < 1 | arg_value %% 1 != 0)){ - out <- c(out, "`min_plots` is not a positive integer") - } - } - if (arg_name == "min_traps"){ - if (length(arg_value) != 1){ - out <- c(out, "`min_traps` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`min_traps` is not numeric") - } else if (any(arg_value < 1 | arg_value %% 1 != 0)){ - out <- c(out, "`min_traps` is not a positive integer") - } - } - if (arg_name == "model"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`model` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`model` can only be of length = 1") - } - } - } - if (arg_name == "models"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`models` is not a character") - } - } - } - if (arg_name == "model_set"){ - if (!is.null(arg_value)){ - if (!is.character(arg_value)){ - out <- c(out, "`model_set` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`model_set` can only be of length = 1") - } - if (!(all(arg_value %in% c("prefab", "wEnsemble")))){ - out <- c(out, "`model_set` must be 'prefab' or 'wEnsemble'") - } - } - } - if (arg_name == "mod_covariates"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`mod_covariates` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`mod_covariates` can only be of length = 1") - } - } - if (arg_name == "mod_type"){ - if (arg_value != "pevGARCH"){ - out <- c(out, "only `pevGARCH` supported for `mod_type`") - } - } - if (arg_name == "moons"){ - if (!("moons" %in% class(arg_value))){ - out <- c(out, "`moons` is not an moons table") - } - } - if (arg_name == "msg"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`msg` is not a character") - } - } - } - if (arg_name == "m_filename"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`m_filename` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`m_filename` can only be of length = 1") - } - } - if (arg_name == "m_save"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`m_save` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`m_save` can only be of length = 1") - } - } - if (arg_name == "nadot"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`nadot` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`nadot` can only be of length = 1") - } - } - if (arg_name == "ndates"){ - if (length(arg_value) != 1){ - out <- c(out, "`ndates` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`ndates` is not numeric") - } else if (any(arg_value < 1 | arg_value %% 1 != 0)){ - out <- c(out, "`ndates` is not a positive integer") - } - } - if (arg_name == "newmoonnumbers"){ - if (!is.null(arg_value)){ - if (!is.numeric(arg_value)){ - out <- c(out, "`newmoonnumbers` is not numeric") - } else if (any(arg_value < 0) | any(arg_value %% 1 != 0)){ - out <- c(out, "`newmoonnumbers` is not a non-negative integer") - } - } - } - if (arg_name == "new_forecast_covariates"){ - if (!("covariates" %in% class(arg_value))){ - out <- c(out, "`new_forecast_covariates` is not a covariates table") - } - } - if (arg_name == "nfcnm"){ - if (length(arg_value) != 1){ - out <- c(out, "`nfcnm` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`nfcnm` is not numeric") - } else if (any(arg_value < 0 | arg_value %% 1 != 0)){ - out <- c(out, "`nfcnm` is not a non-negative integer") - } - } - if (arg_name == "n_future_moons"){ - if (length(arg_value) != 1){ - out <- c(out, "`n_future_moons` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`n_future_moons` is not numeric") - } else if (any(arg_value < 0 | arg_value %% 1 != 0)){ - out <- c(out, "`n_future_moons` is not a non-negative integer") - } - } - if (arg_name == "options_all"){ - if (!("all_options" %in% class(arg_value))){ - out <- c(out, "`options_all` is not an all_options list") - } - } - if (arg_name == "options_cast"){ - if (!("cast_options" %in% class(arg_value))){ - out <- c(out, "`options_cast` is not a cast_options list") - } - } - if (arg_name == "options_covariates"){ - if (!("covariates_options" %in% class(arg_value))){ - out <- c(out, "`options_covariates` is not a covariates_options list") - } - } - if (arg_name == "options_data"){ - if (!("data_options" %in% class(arg_value))){ - out <- c(out, "`options_data` is not a data_options list") - } - } - if (arg_name == "options_dir"){ - if (!("dir_options" %in% class(arg_value))){ - out <- c(out, "`options_dir` is not a dir_options list") - } - } - if (arg_name == "options_metadata"){ - if (!("metadata_options" %in% class(arg_value))){ - out <- c(out, "`options_metadata` is not a metadata_options list") - } - } - if (arg_name == "options_model"){ - if (!("model_options" %in% class(arg_value))){ - out <- c(out, "`options_model` is not a model_options list") - } - } - if (arg_name == "options_models"){ - if (!("models_options" %in% class(arg_value))){ - out <- c(out, "`options_models` is not a models_options list") - } - } - if (arg_name == "options_moons"){ - if (!("moons_options" %in% class(arg_value))){ - out <- c(out, "`options_moons` is not a moons_options list") - } - } - if (arg_name == "options_out"){ - if (!any(grepl("options", class(arg_value)))){ - out <- c(out, "`options_out` is not an options list") - } - } - if (arg_name == "options_PortalData"){ - if (!("PortalData_options" %in% class(arg_value))){ - out <- c(out, "`options_PortalData` is not a PortalData_options list") - } - } - if (arg_name == "options_predictions"){ - if (!("predictions_options" %in% class(arg_value))){ - out <- c(out, "`options_predictions` is not a predictions_options list") - } - } - if (arg_name == "options_rodents"){ - if (!("rodents_options" %in% class(arg_value))){ - out <- c(out, "`options_rodents` is not a rodents_options list") - } - } - if (arg_name == "output"){ - if (arg_value != "abundance"){ - out <- c(out, "only `abundance` supported for `output`") - } - } - if (arg_name == "plots"){ - if (!is.character(arg_value)){ - out <- c(out, "`plots` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`plots` can only be of length = 1") - } - if (!(all(arg_value %in% c("all", "longterm")))){ - out <- c(out, "`plots` must be 'all' or 'longterm'") - } - } - if (arg_name == "pred_dir"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`pred_dir` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`pred_dir` can only be of length = 1") - } - } - if (arg_name == "quiet"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`quiet` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`quiet` can only be of length = 1") - } - } - if (arg_name == "rangex"){ - if (length(arg_value) != 2){ - out <- c(out, "`rangex` can only be of length = 2") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`rangex` is not numeric") - } else if (any(arg_value < 1) | any(arg_value %% 1 != 0)){ - out <- c(out, "`rangex` is not a positive integer") - } - } - if (arg_name == "rodents"){ - if (!("rodents" %in% class(arg_value))){ - out <- c(out, "`rodents` is not of class rodents") - } - } - if (arg_name == "rodents_list"){ - if (!("rodents_list" %in% class(arg_value))){ - out <- c(out, "`rodents_list` is not a rodents_list list") - } - } - if (arg_name == "r_filename"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`r_filename` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`r_filename` can only be of length = 1") - } - } - if (arg_name == "r_save"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`r_save` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`r_save` can only be of length = 1") - } - } - if (arg_name == "save"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`save` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`save` can only be of length = 1") - } - } +#' @param x Focal input. +#' +#' @param value If \code{x} is \code{NULL}, \code{\link{return}} this input +#' from the parent function. +#' +#' @return If \code{x} is not \code{NULL}, \code{NULL} is returned. If +#' \code{x} is \code{NULL}, the result of \code{\link{return}} with +#' \code{value} as its input evaluated within the parent function's +#' environment is returned. +#' +#' @examples +#' ff <- function(x = 1, null_return = "hello"){ +#' return_if_null(x, null_return) +#' x +#' } +#' ff() +#' ff(NULL) +#' +#' @export +#' +return_if_null <- function(x, value = NULL){ + if(is.null(x)){ + do.call(return, list(value), envir = sys.frame(-1)) + } +} - if (arg_name == "source_name"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`source_name` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`source_name` can only be of length = 1") - } - } - if (arg_name == "species"){ - if(!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`species` is not a character") - } - if (!all(arg_value %in% rodent_spp("wtotal"))){ - out <- c(out, "invalid entry in `species`") - } - sp_funs <- c("plot_cast_ts", "plot_cast_ts_ylab") - if (fun_name %in% sp_funs){ - if (length(arg_value) != 1){ - out <- c(out, "`species` can only be of length = 1") - } - } - } - } - if (arg_name == "species_set"){ - if (!is.null(arg_value)){ - if (!is.character(arg_value)){ - out <- c(out, "`species_set` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`species_set` can only be of length = 1") - } - if (!(all(arg_value %in% c("base", "wtotal", "evalplot")))){ - out <- c(out, "`species_set` must be 'base', 'wtotal', or 'evalplot'") - } - } - } - if (arg_name == "specific_subs"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`specific_subs` is not a character") - } - } - } - if (arg_name == "spp_names"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`spp_names` is not a character") - } - } - if (arg_name == "start"){ - if (length(arg_value) != 1){ - out <- c(out, "`start` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`start` is not numeric") - } else if (any(arg_value < 1 | arg_value %% 1 != 0)){ - out <- c(out, "`start` is not a positive integer") - } - } - if (arg_name == "start_newmoon"){ - if (length(arg_value) != 1){ - out <- c(out, "`start_newmoon` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`start_newmoon` is not numeric") - } else if (any(arg_value < 1 | arg_value %% 1 != 0)){ - out <- c(out, "`start_newmoon` is not a positive integer") - } - } - if (arg_name == "subs"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`subs` is not a character vector") - } - } - if (arg_name == "subs_names"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`subs_names` is not a character") - } - } - } - if (arg_name == "subs_type"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`subs_type` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`subs_type` can only be of length = 1") - } - if (!(all(arg_value %in% c("portalcasting")))){ - out <- c(out, "`subs_type` is not recognized ") - } - } - } - if (arg_name == "sub_path"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`sub_path` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`sub_path` can only be of length = 1") - } - } - } - if (arg_name == "tail"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`tail` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`tail` can only be of length = 1") - } - } - if (arg_name == "temp_dir"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`temp_dir` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`temp_dir` can only be of length = 1") - } - } - if (arg_name == "time"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`time` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`time` can only be of length = 1") - } - } - if (arg_name == "tmnt_type"){ - if (!is.null(arg_value)){ - if (!is.character(arg_value)){ - out <- c(out, "`tmnt_type` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`tmnt_type` can only be of length = 1") - } - if (!(all(arg_value %in% c("all", "controls")))){ - out <- c(out, "`tmnt_type` must be 'all' or 'controls'") - } - } - } - if (arg_name == "to_cleanup"){ - if (!is.null(arg_value)){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`to_cleanup` is not a character") - } - } - } - if (arg_name == "topx"){ - if (length(arg_value) != 1){ - out <- c(out, "`topx` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`topx` is not numeric") - } else if (any(arg_value < 1 | arg_value %% 1 != 0)){ - out <- c(out, "`topx` is not a positive integer") - } - } - if (arg_name == "treatment"){ - if (!(is.null(arg_value)) && arg_value != "control"){ - out <- c(out, "`treatment` must be `NULL` or 'control'") - } - } - if (arg_name == "tree"){ - if (!("dirtree" %in% class(arg_value))){ - out <- c(out, "`tree` is not a dirtree list") - } - } - if (arg_name == "verbose"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`verbose` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`verbose` can only be of length = 1") - } - } - if (arg_name == "version"){ - if (!("character" %in% class(arg_value))){ - out <- c(out, "`version` is not a character") - } - if (length(arg_value) != 1){ - out <- c(out, "`version` can only be of length = 1") - } - } - if (arg_name == "with_census"){ - if (!("logical" %in% class(arg_value))){ - out <- c(out, "`with_census` is not logical") - } - if (length(arg_value) != 1){ - out <- c(out, "`with_census` can only be of length = 1") - } - } - if (arg_name == "x"){ - if (fun_name == "na_conformer"){ - if (!(is.data.frame(arg_value) | is.vector(arg_value))){ - out <- c(out, "`x` is not a data.frame or vector") - } - } - if (fun_name == "classy"){ - } - } - if (arg_name == "yr"){ - if (length(arg_value) != 1){ - out <- c(out, "`yr` can only be of length = 1") - } - if (!is.numeric(arg_value)){ - out <- c(out, "`yr` is not numeric") - } else if (any(arg_value < 1970 | arg_value %% 1 != 0)){ - out <- c(out, "`yr` is not an integer after 1970") - } + +#' @title Replace a value with an alternative if it is NULL or if it is NA +#' +#' @description +#' \code{ifnull} replaces the focal input with the alternative value if it +#' is \code{NULL}. \cr \cr +#' \code{ifna} replaces the focal input with the alternative value if it +#' is \code{NA}. +#' +#' @param x Focal input. +#' +#' @param alt Alternative value. +#' +#' @return +#' \code{ifnull}: \code{x} if not \code{NULL}, \code{alt} otherwise. \cr \cr +#' \code{ifna}: \code{x} if not \code{NA}, \code{alt} otherwise. +#' +#' @examples +#' ifnull(NULL, 123) +#' ifnull(TRUE, 123) +#' ifnull(FALSE, 123) +#' ifna(NA, 123) +#' ifna(FALSE, 123) +#' ifna(NA, NA) +#' +#' @name alternative_values +#' +NULL + +#' @rdname alternative_values +#' +#' @export +#' +ifnull <- function(x = NULL, alt = NULL){ + if(is.null(x)){ + x <- alt } - out + x } - +#' @rdname alternative_values +#' +#' @export +#' +ifna <- function(x = NULL, alt = NA){ + ifelse(is.na(x), alt, x) +} \ No newline at end of file diff --git a/README.md b/README.md index e6a574f86..feca9be5e 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,12 @@ -# Supporting [automated iterative forecasting](https://github.com/weecology/portalPredictions) of [Portal rodent populations](https://portal.weecology.org/) +# Supporting [automated forecasting](https://github.com/weecology/portalPredictions) of [rodent populations](https://portal.weecology.org/) [![Build Status](https://travis-ci.org/weecology/portalcasting.svg?branch=master)](https://travis-ci.org/weecology/portalcasting) [![License](http://img.shields.io/badge/license-MIT-blue.svg)](https://raw.githubusercontent.com/weecology/portalPredictions/master/LICENSE) [![Lifecycle:maturing](https://img.shields.io/badge/lifecycle-maturing-blue.svg)](https://www.tidyverse.org/lifecycle/#maturing) [![Codecov test coverage](https://img.shields.io/codecov/c/github/weecology/portalcasting/master.svg)](https://codecov.io/github/weecology/portalcasting/branch/master) [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.3332973.svg)](https://doi.org/10.5281/zenodo.3332973) + + ## Overview The `portalcasting` package contains the functions used for continuous @@ -13,7 +15,7 @@ analysis and forecasting of [Portal rodent populations](https://portal.weecology [output website](http://portal.naturecast.org/), [Zenodo archive](https://zenodo.org/record/2543733)). -`portalcasting`'s functions are also designed to be portable, allowing +`portalcasting`'s functions are also portable, allowing users to set up a fully-functional replica repository on a local or remote machine. This facilitates development and testing of new models via a [sandbox](https://en.wikipedia.org/wiki/Sandbox_(software_development)) diff --git a/_pkgdown.yml b/_pkgdown.yml new file mode 100644 index 000000000..5cd2832b1 --- /dev/null +++ b/_pkgdown.yml @@ -0,0 +1,204 @@ +url: https://weecology.github.io/portalcasting +development: + mode: auto +navbar: + title: "portalcasting" + structure: + left: [home, articles, reference, news] + right: [twitter, github] + components: + articles: + text: "Vignettes" + reference: + text: "Functions" + news: + text: "News" + twitter: + icon: fa-twitter + href: https://twitter.com/weecology + +reference: + - title: "Directory creation" + desc: "Functions that instantiate a portalcasting directory" + contents: + - create_dir + - create_main + - create_subs + - create + - verify + - title: "Directory filling" + desc: "Functions that add the files to each of the component subdirectories" + contents: + - fill_dir + - fill_raw + - fill_casts + - fill_models + - fill_data + - extract_min_lag + - extract_data_sets + - title: "Metadata management" + desc: "Functions for managing metadata" + contents: + - prep_metadata + - read_directory_config + - write_directory_config + - update_directory_config + - read_casts_metadata + - title: "Covariate data management" + desc: "Functions for preparing covariate data" + contents: + - prep_covariates + - cast_covariates + - cast_ndvi + - cast_weather + - prep_cast_covariates + - prep_hist_covariates + - prep_weather_data + - summarize_daily_weather_by_newmoon + - title: "Directory setup" + desc: "Functions that combine directory creation and filling" + contents: + - setup_dir + - setup_sandbox + - setup_production + - title: "Utility functions" + desc: "Range of functionalities" + contents: + - check_args + - check_arg + - check_arg_list + - error_if_deep + - ifnull + - ifna + - list_depth + - return_if_null + - named_null_list + - clear_tmp + - update_list + - append_csv + - combine_hist_and_cast + - title: "Messenger functions" + desc: "Functions that provide messages to the user" + contents: + - download_message + - fill_casts_message + - messageq + - portalcast_welcome + - sandbox_welcome + - portalcast_goodbye + - title: "Date formatting" + desc: "Functions to format dates and date components" + contents: + - foy + - add_date_from_components + - cast_window + - title: "Rodent data functions" + desc: "Functions that facilitate use of the Portal rodents data" + contents: + - prep_rodents + - prep_rodents_table + - process_rodent_data + - prefab_data_sets + - rodent_species + - evalplot_species + - all_species + - base_species + - is_sp_col + - na_conformer + - rodents_control + - rodents_controls + - remove_incompletes + - last_census + - species_from_table + - title: "Casting functions" + desc: "Functions for fitting models and making predictions into the future" + contents: + - portalcast + - cast + - verify_models + - verify_raw_data + - models_to_cast + - read_cast_tab + - select_casts + - title: "Model generating functions" + desc: "Functions for formatting model-running scripts" + contents: + - model_script_control + - model_script_controls + - write_model + - model_template + - prefab_models + - title: "Lundar data functions" + desc: "Functions for managing the lunar temporal data" + contents: + - prep_moons + - last_moon + - format_moons + - add_future_moons + - add_extra_future_moons + - add_moons_from_date + - trim_moons + - target_moons + - title: "Path management" + desc: "Utilities for quickly retrieving and generally formatting folder and file paths and saving conditions" + contents: + - main_path + - sub_path + - file_path + - raw_path + - data_path + - casts_path + - tmp_path + - models_path + - file_ext + - path_no_ext + - files_control + - title: "Download functions" + desc: "Functions for creating API URLs, retrieving, and managing downloaded components" + contents: + - download + - download_url + - download_climate_casts + - download_destin + - unzip_destins + - unzip_download + - name_from_url + - NMME_urls + - zenodo_downloads + - zenodo_url + - zenodo_versions + - climate_dl_control + - title: "Prefabricated models" + desc: "Functions used to run the prefab models" + contents: + - AutoArima + - ESSS + - nbGARCH + - nbsGARCH + - NaiveArima + - pevGARCH + - title: "Model helpers" + desc: "Functions that help reduce code within model functions" + contents: + - covariate_models + - lag_covariates + - save_cast_output + - title: "Figures" + desc: "Functions to make standard figures" + contents: + - plot_cast_point + - plot_cast_ts + - title: "Data IO" + desc: "Functions for reading and writing data" + contents: + - read_casts_metadata + - read_climate_casts + - read_covariate_casts + - read_covariates + - read_data + - read_metadata + - read_moons + - read_rodents + - read_rodents_table + - write_data + - save_cast_cov_csv \ No newline at end of file diff --git a/inst/WORDLIST b/inst/WORDLIST index 6bb5bc019..6aae0b92d 100644 --- a/inst/WORDLIST +++ b/inst/WORDLIST @@ -1,85 +1,97 @@ Abatzoglou Acknowledgements -al +Arg +args AutoArima autoregresive -AutoRegressive -backcalculate Bergmeir Caceres +CanCM +casted +CCSM +CFSv changelog Changelog Chhay +CMC codebase -Codebase codebase's Codecov -CQ +coercible +config +crosstab csv -df +dataset's +devtools differencing -DM DOI downscaled -DS -DX -ENSMEAN -EO +emptor +ESS ESSS -et +exclosures +fcast +FLOR Fokianos foy GBMF +GFDL github +granivoes +hardcoded hardwire heteroskedasticity Heteroskedasticity hindcast -hindcast's hindcasting -hindcasts +Hindcasting https Hyndman +interp json Liboschik Lifecycle +NaiveArima nbGARCH nbsGARCH +NCAR +NCEP NDVI +newdata newmod newmoon -newmoonnumber -newmoonnumbers newmoons NKN +NMME nonexhaustive -OL Petropoulos pevGARCH pkgdown -poisson +portalcast PortalData portalpredictions portalPredictions portalr +portalr's pre preloaded px Razbash repo reproducibility -RO -roxygen sandboxing +sapply Senyondo -SU +subdirectory's subfolders summarization -SX timeseries tmp tscount +unevaluated +vectorized weecology +YAML Yasmeen +zenodo Zenodo -ZL diff --git a/inst/extdata/prepping_covariate_fcasts.R b/inst/extdata/prepping_covariate_fcasts.R index 4791d2d79..6bfe5c0c8 100644 --- a/inst/extdata/prepping_covariate_fcasts.R +++ b/inst/extdata/prepping_covariate_fcasts.R @@ -2,6 +2,9 @@ # creating the historical covariate forecasts from before we started saving # our covariate forecasts as well # +# +# this is legacy code retained here for posterity +# the package currently contains the updated saved version of this dataset library(portalcasting); library(portalr); library(dplyr) moons <- prep_moons() diff --git a/man/NMME_urls.Rd b/man/NMME_urls.Rd new file mode 100644 index 000000000..5313a4c8e --- /dev/null +++ b/man/NMME_urls.Rd @@ -0,0 +1,61 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/download.R +\name{NMME_urls} +\alias{NMME_urls} +\title{Provide URLs for the Northwest Knowledge Network's North American + Multi-Model Ensemble (NMME) climate forecasts} +\usage{ +NMME_urls(start = Sys.Date(), end = as.Date("2050-01-01"), + model = "ENSMEAN", lat = 31.9555, lon = -109.0744, + freq = "daily", data = c("tasmin", "tasmean", "tasmax", "pr"), + arg_checks = TRUE) +} +\arguments{ +\item{start, end}{\code{Date} for the start and end of the cast.} + +\item{model}{\code{character} value of the model, one of \code{"ENSMEAN"}, +(Multi-Model Mean), \code{"CMC1"} (CMC1-CanCM3), \code{"CMC2"} +(CMC2-CanCM4), \code{"CFCSv2"} (NCEP-CFSv2), \code{"GFDL"} (GFDL-CM2.1), +\code{"GFDL-FLOR"} (GFDL-FLOR), or \code{"NCAR"} (NCAR-CCSM4). \cr \cr +Presently can only take one value.} + +\item{lat, lon}{\code{numeric} latitude and longitude values used to +downscale the model. \cr \cr +Presently can only take one value for each.} + +\item{freq}{\code{character} value of the frequency of the data, can +be \code{"daily"} or \code{"XmonthAverage"}, where \code{"X"} is a +number between \code{1} and \code{7}. \cr \cr +Presently can only take one value.} + +\item{data}{\code{character} value of the type of data, one of +\code{"tasmin"} (minimum temperature), \code{"tasmean"} +(mean temperature), \code{"tasmax"} (maximum temperature), \code{"pr"} +(precipitation), \code{"dps"} (dew point), \code{"rsds"} +(shortwave radiation; sun intensity), \code{"was"} (wind speed).} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +Named \code{character} vector of URLs, or \code{NULL} if + \code{data}, \code{freq}, or \code{model} is \code{NULL}. +} +\description{ +The + \href{https://bit.ly/2MifqjM}{Northwest Knowledge Network} (NKN) at + at the University of Idaho provides a + \href{https://bit.ly/2tCP8NX}{simple API} to download downscaled + climate forecasts using the + \href{https://bit.ly/2Mdv8gd}{North American Multi-Model Ensemble} (NMME) + set. This function generates the URL for specific request based on all + possible user inputs including, time window, location, model, + frequency of data, and data type. Given the construction of the URL, + \strong{only \code{data} is vectorized}. See arguments for specifics. +} +\examples{ + NMME_urls() + +} diff --git a/man/add_addl_future_moons.Rd b/man/add_addl_future_moons.Rd deleted file mode 100644 index fe4b781cb..000000000 --- a/man/add_addl_future_moons.Rd +++ /dev/null @@ -1,25 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_moons.R -\name{add_addl_future_moons} -\alias{add_addl_future_moons} -\title{Add more more moons to accomplish requested forecast length} -\usage{ -add_addl_future_moons(future_moons, cast_date) -} -\arguments{ -\item{future_moons}{A \code{moons}-class \code{data.frame} forward from -the historic moons table (produced by \code{\link{prep_moons}}), as -generated by \code{\link[portalr]{get_future_moons}}.} - -\item{cast_date}{\code{Date} from which future is defined, typically -today's date (using \code{\link{today}}).} -} -\value{ -appended moon table -} -\description{ -Add extra future moons to the moon table to achieve requested - forecast length. Because the moon table might not have the most recent - moons, more rows than initially requested may need to be added to the - table for it to be of the required coverage. -} diff --git a/man/add_date_from_components.Rd b/man/add_date_from_components.Rd new file mode 100644 index 000000000..0a41b4274 --- /dev/null +++ b/man/add_date_from_components.Rd @@ -0,0 +1,34 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utilities.R +\name{add_date_from_components} +\alias{add_date_from_components} +\title{Add a date to a table that has the year month and day as components} +\usage{ +add_date_from_components(df, arg_checks = TRUE) +} +\arguments{ +\item{df}{\code{data.frame} with columns named \code{year}, \code{month}, +and \code{day}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} +} +\value{ +\code{data.frame} \code{df} with column of \code{Date}s + named \code{date} added. +} +\description{ +Add a date (as a \code{Date}) column to a table that has the + year month and day as components. +} +\examples{ + df <- data.frame(year = 2010, month = 2, day = 1:10) + add_date_from_components(df) + +} diff --git a/man/add_ensemble.Rd b/man/add_ensemble.Rd deleted file mode 100644 index c626acd50..000000000 --- a/man/add_ensemble.Rd +++ /dev/null @@ -1,19 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R -\name{add_ensemble} -\alias{add_ensemble} -\title{Add ensemble model to forecasts} -\usage{ -add_ensemble(options_cast = cast_options()) -} -\arguments{ -\item{options_cast}{Class-\code{cast_options} \code{list} containing the -hind- or forecasting options. See \code{\link{cast_options}}.} -} -\value{ -Forecast abundance table for the ensemble model. -} -\description{ -Add the predictions of an ensemble model to the forecasting - files. -} diff --git a/man/add_future_moons.Rd b/man/add_future_moons.Rd deleted file mode 100644 index 1e31e1745..000000000 --- a/man/add_future_moons.Rd +++ /dev/null @@ -1,24 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_moons.R -\name{add_future_moons} -\alias{add_future_moons} -\title{Add future moons to the moon table} -\usage{ -add_future_moons(moons = prep_moons(), options_moons = moons_options()) -} -\arguments{ -\item{moons}{Moons data table as a code{moons}-class \code{data.frame}.} - -\item{options_moons}{control options list for moons} -} -\value{ -Appended \code{moons} data table as a \code{moons}-class - \code{data.frame}. -} -\description{ -Add future moons to the moon table, counting forward from - the forecast date (\code{options_moons$cast_date}). Because the - \code{moons} table might not have the most recent moons, more rows than - anticipated (\code{options_moons$n_future_moons}) may need to be added to - the table. -} diff --git a/man/add_moons_from_date.Rd b/man/add_moons_from_date.Rd new file mode 100644 index 000000000..97115262e --- /dev/null +++ b/man/add_moons_from_date.Rd @@ -0,0 +1,38 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_moons.R +\name{add_moons_from_date} +\alias{add_moons_from_date} +\title{Add a newmoon number to a table that has the date} +\usage{ +add_moons_from_date(df, moons = NULL, arg_checks = TRUE) +} +\arguments{ +\item{df}{\code{data.frame} with column of newmoon \code{Date}s +named \code{date}.} + +\item{moons}{Moons \code{data.frame}. See \code{\link{prep_moons}}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{data.frame} \code{x} with column of \code{newmoonnumber}s + added. +} +\description{ +Add a \code{moon} (newmoon number) column to a table that has + a \code{date} (as a \code{Date}) column. +} +\examples{ + \donttest{ + create_dir() + fill_dir() + moons <- prep_moons() + raw_path <- raw_path() + weather <- portalr::weather("daily", TRUE, raw_path) + add_moons_from_date(weather, moons) + } + +} diff --git a/man/all_options.Rd b/man/all_options.Rd deleted file mode 100644 index 721f870c8..000000000 --- a/man/all_options.Rd +++ /dev/null @@ -1,364 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/options.R -\name{all_options} -\alias{all_options} -\alias{dir_options} -\alias{PortalData_options} -\alias{data_options} -\alias{moons_options} -\alias{rodents_options} -\alias{covariates_options} -\alias{metadata_options} -\alias{predictions_options} -\alias{models_options} -\alias{cast_options} -\title{Prepare options lists for a portalcasting directory} -\usage{ -all_options(base = ".", main = "", subs = subdirs(), quiet = FALSE, - cast_date = today(), append_missing_to_raw = TRUE, m_save = TRUE, - m_filename = "moons.csv", tmnt_type = NULL, start = 217, - end = NULL, hind_step = 1, drop_spp = "PI", min_plots = 24, - min_traps = 1, level = "Site", treatment = NULL, plots = "all", - output = "abundance", r_save = TRUE, r_filename = "all.csv", - cov_hist = TRUE, cov_fcast = TRUE, yr = as.numeric(format(today(), - "\%Y")), lead_time = 12, min_lag = 6, fcast_nms = NULL, - nfcnm = 0, append_fcast_csv = TRUE, - hist_fcast_file = "covariate_forecasts.csv", - source_name = "current_archive", c_save = TRUE, - c_filename = "covariates.csv", cast_type = "forecasts", - confidence_level = 0.9, meta_save = TRUE, - meta_filename = "metadata.yaml", - download_existing_predictions = FALSE, models = model_names(), - ensemble = TRUE, version = "latest", from_zenodo = TRUE, - to_cleanup = c("tmp", "PortalData"), - covariate_source = "retroactive", - covariate_date_made = "2018-06-05 12:00:00 PST") - -dir_options(base = ".", main = "", subs = subdirs(), quiet = FALSE, - to_cleanup = c("tmp", "PortalData")) - -PortalData_options(base = ".", main = "", subs = subdirs(), - quiet = FALSE, version = "latest", from_zenodo = TRUE) - -data_options(base = ".", main = "", subs = subdirs(), - quiet = FALSE, cast_date = today(), append_missing_to_raw = TRUE, - m_save = TRUE, m_filename = "moons.csv", tmnt_type = NULL, - start = 217, end = NULL, hind_step = 1, drop_spp = "PI", - min_plots = 24, level = "Site", treatment = NULL, plots = "all", - output = "abundance", r_save = TRUE, r_filename = "all.csv", - cov_hist = TRUE, cov_fcast = TRUE, yr = as.numeric(format(today(), - "\%Y")), lead_time = 12, min_lag = 6, fcast_nms = NULL, - nfcnm = 0, append_fcast_csv = TRUE, - hist_fcast_file = "covariate_forecasts.csv", - source_name = "current_archive", c_save = TRUE, - c_filename = "covariates.csv", cast_type = "forecasts", - confidence_level = 0.9, meta_save = TRUE, - meta_filename = "metadata.yaml", covariate_source = "retroactive", - covariate_date_made = "2018-06-05 12:00:00 PST") - -moons_options(n_future_moons = 12, cast_date = today(), - append_missing_to_raw = TRUE, save = TRUE, filename = "moons.csv", - tree = dirtree(), quiet = FALSE) - -rodents_options(cast_type = "forecasts", tmnt_type = NULL, - start = 217, end = NULL, hind_step = 1, drop_spp = "PI", - min_plots = 24, level = "Site", treatment = NULL, plots = "all", - output = "abundance", save = TRUE, filename = "all.csv", - tree = dirtree(), quiet = FALSE) - -covariates_options(cast_type = "forecasts", cov_hist = TRUE, - cov_fcast = TRUE, cast_date = today(), - yr = as.numeric(format(today(), "\%Y")), start = 217, end = NULL, - hind_step = 1, lead_time = 12, min_lag = 6, fcast_nms = NULL, - nfcnm = 0, append_fcast_csv = TRUE, - hist_fcast_file = "covariate_forecasts.csv", - source_name = "current_archive", save = TRUE, - filename = "covariates.csv", tree = dirtree(), quiet = FALSE) - -metadata_options(cast_date = today(), cast_type = "forecasts", - confidence_level = 0.9, lead_time = 12, save = TRUE, - filename = "metadata.yaml", quiet = FALSE, tree = dirtree(), - covariate_source = "retroactive", - covariate_date_made = "2018-06-05 12:00:00 PST") - -predictions_options(base = ".", main = "", subs = subdirs(), - download_existing_predictions = FALSE, quiet = FALSE) - -models_options(base = ".", main = "", subs = subdirs(), - quiet = FALSE, models = model_names()) - -cast_options(base = ".", main = "", subs = subdirs(), - quiet = FALSE, models = model_names(), cast_type = "forecasts", - cast_date = today(), ensemble = TRUE, start = 217, end = NULL, - hind_step = 1, min_plots = 24, min_traps = 1) -} -\arguments{ -\item{base}{\code{character} name of the base folder where the directory -should or does exist. Default \code{"."} (working directory). Will be -created if it doesn't exist.} - -\item{main}{\code{character} name of the main folder within the base that -contains the subdirectories. Default \code{""} (no main level included).} - -\item{subs}{\code{character} vector naming the specific subdirectories -within the portalcasting directory tree. Default \code{subdirs()} -sets the subdirectories as \code{"predictions"}, -\code{"models"}, \code{"PortalData"}, \code{"data"}, and \code{"tmp"}. -It is generally not advised to change the subdirectories.} - -\item{quiet}{\code{logical} indicator controlling if messages are -generated.} - -\item{cast_date}{\code{Date} from which future is defined, typically -today's date (using \code{\link{today}}).} - -\item{append_missing_to_raw}{\code{logical} indicator dictating if the -missing moon dates should be appended to the raw data file (should be -\code{TRUE} to allow the imported portalr functions to work properly).} - -\item{m_save}{\code{logical} indicator controlling if the moons data should -be saved out.} - -\item{m_filename}{\code{character} name of the file for saving moons data.} - -\item{tmnt_type}{Treatment type: \code{"all"} or \code{"controls"}.} - -\item{start}{\code{integer} (or integer \code{numeric}) newmoon number of -the first sample to be included. Default value is \code{217}, -corresponding to \code{1995-01-01}.} - -\item{end}{\code{integer} (or integer \code{numeric}) newmoon number of the -last sample to be included. Default value is \code{NULL}, which equates -to the most recently included sample. If \code{cast_type} is -\code{"hindcasts"} and \code{end} is \code{NULL}, default becomes -\code{490:403}, corresponding to \code{2017-01-01} back to -\code{2010-01-01}.} - -\item{hind_step}{\code{integer} (or integer \code{numeric}) iteration -parameter used to work across the input values for \code{end}. Default is -\code{1}, which is likely all it should be run using.} - -\item{drop_spp}{\code{character}-valued vector of species names to drop -from the forecasting.} - -\item{min_plots}{\code{integer} (or integer \code{numeric}) of the minimum -number of plots surveyed for a survey to be used.} - -\item{min_traps}{\code{integer} (or integer \code{numeric}) of the minimum -number of traps trapped for a plot to be used.} - -\item{level}{\code{character} input for -\code{\link[portalr]{summarize_rodent_data}}, automatically set by -\code{tmnt_type}.} - -\item{treatment}{\code{character} input for -\code{\link[portalr]{summarize_rodent_data}}, automatically set by -\code{tmnt_type}.} - -\item{plots}{\code{character} input for -\code{\link[portalr]{summarize_rodent_data}}, automatically set by -\code{tmnt_type}.} - -\item{output}{\code{character} input for -\code{\link[portalr]{summarize_rodent_data}}, automatically set by -\code{tmnt_type}.} - -\item{r_save}{\code{logical} value indicating if the rodent data should be -saved out.} - -\item{r_filename}{\code{character} name of the file to save the rodent data -in.} - -\item{cov_hist}{\code{logical} indicator of whether or not historical -covariates are to be included.} - -\item{cov_fcast}{\code{logical} indicator whether or not forecasted -covariates are to be included.} - -\item{yr}{\code{numeric} value of the year of today's date.} - -\item{lead_time}{\code{integer} (or integer \code{numeric}) number of moons -into the future the rodents are to be forecast.} - -\item{min_lag}{\code{integer} (or integer \code{numeric}) of the minimum -covariate lag time used in any model.} - -\item{fcast_nms}{\code{integer} (or integer \code{numeric}) vector of -newmoon numbers to be forecast for covariates.} - -\item{nfcnm}{\code{integer} (or integer \code{numeric}) number of forecast -newmoons for covariates.} - -\item{append_fcast_csv}{\code{logical} indicator controlling if the new -forecast should be appended to the historical forecasts for the purposes -of hindcasting.} - -\item{hist_fcast_file}{\code{character} name of the file where the -historical covariate forecasts are held.} - -\item{source_name}{\code{character} value for the name to give the -covariate forecast. Currently is \code{"current_archive"}. Previous to -\code{"current_archive"}, the data were retroactively filled in and are -given the source name \code{"retroactive"}.} - -\item{c_save}{\code{logical} indicator for if the covariate data should be -saved out.} - -\item{c_filename}{\code{character} value for the name of the covariate file -for the saving if \code{c_save} is \code{TRUE}.} - -\item{cast_type}{-cast type: \code{"forecasts"} or \code{"hindcasts"}.} - -\item{confidence_level}{\code{numeric} confidence level used in -summarizing model output. Must be between \code{0} and \code{1}.} - -\item{meta_save}{\code{logical} indicator for if the metadata should be -saved out} - -\item{meta_filename}{\code{character} value for the name of the metadata -file for the saving if \code{c_save} is \code{TRUE}.} - -\item{download_existing_predictions}{\code{logical} indicator for if the -existing predictions files should be retrieved from the -\href{https://github.com/weecology/portalPredictions}{portalPredictions -repo}.} - -\item{models}{\code{character} vector of class \code{models} of the names -of models to include in a cast of the pipeline.} - -\item{ensemble}{\code{logical} indicator of whether to create an ensemble -model.} - -\item{version}{\code{character} values of the version number or -\code{"latest"} (default) for the Portal Data to be download.} - -\item{from_zenodo}{\code{logical} indicator of whether or not the Portal -Data should come from Zenodo (come from GitHub if not).} - -\item{to_cleanup}{\code{character} vector of subdirectory names to -cleanup after completion of casting.} - -\item{covariate_source}{\code{character} value for the name tagged to the -covariate forecast. Possible values include \code{"current_archive"} and -\code{"retroactive"} for hindcasts. Not presently needed for -implementation in forecasts.} - -\item{covariate_date_made}{\code{character} value for the date-time tagged -to the covariate forecast. Possible values depend on the dates available -for covariates saved in the covariate_forecasts file for hindcasts. Not -presently needed for implementation in forecasts.} - -\item{n_future_moons}{\code{integer} (or integer \code{numeric}) value for -the number of future moons to add.} - -\item{save}{\code{logical} indicator if the specific data should be saved -out.} - -\item{filename}{\code{character} name of the file for the saving.} - -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} -} -\value{ -\code{all_options}: class-\code{all_options} \code{list} of control - options lists (\code{options_dir} generated by \code{dir_options}, - \code{options_PortalData} generated by - \code{PortalData_options}, \code{options_data} generated by - \code{data_options}, \code{options_predictions} generated by - \code{predictions_options}, \code{options_models} generated by - \code{models_options}, and \code{options_cast} generated by - \code{cast_options}. - -\code{dir_options}: a \code{dir_options} \code{list} of options for - the directory structure creation. - -\code{PortalData_options}: a \code{PortalData_options} \code{list} - of settings controlling the population of the PortalData subdirectory. - -\code{data_options}: \code{data_options} \code{list} of control - options \code{list}s (\code{moons} generated by \code{moons_options}, - \code{rodents} generated by \code{rodents_options}, \code{covariates}, - generated by \code{covariates_options}, and \code{metadata} generated by - \code{metadata_options}, as well as items \code{cast_type}, \code{tree}, - and \code{quiet} for simple use with all or ancillary data.. - -\code{moons_options}: a \code{moons_options} \code{list} of - settings controlling the moon data creation. - -\code{rodents_options}: a \code{rodents_options} \code{list} of - settings controlling the rodents data creation. - -\code{covariates_options}: a \code{covariates_options} \code{list} - of settings controlling the covariates data creation. - -\code{metadata_options}: a \code{metadata_options} \code{list} - of settings controlling the metadata creation. - -\code{predictions_options}: a \code{predictions_options} - \code{list} of settings controlling the population of the predictions - subdirectory. - -\code{models_options}: a \code{models_options} \code{list} of - settings controlling the population of the models subdirectory. - -\code{cast_options}: a \code{cast_options} \code{list} of settings - controlling the running of \code{\link{portalcast}}. -} -\description{ -Suite of functions used to generate options \code{list}s - that control the setup and use of a portalcasting directory: \cr \cr - \code{all_options} creates an \code{all_options} \code{list} that is a - full hierarchy of portalcasting options \code{list}s: - \code{options_dir}, \code{options_PortalData}, \code{options_data}, - \code{options_predictions}, \code{options_models}, and - \code{options_cast}. - -\code{dir_options} creates a \code{dir_options} \code{list} of - control options for the directory set-up. - -\code{PortalData_options} creates a \code{PortalData_options} - \code{list} of options for filling the PortalData subdirectory. - -\code{data_options} creates a \code{data_options} \code{list} - of \code{list}s of options for filling the data subdirectory. - -\code{moons_options} creates a \code{moons_options} - \code{list}of options for the moons data. - -\code{rodents_options} creates a \code{rodents_options} - \code{list} of options for the rodents data. - -\code{covariates_options} creates a \code{covariates_options} - \code{list}of options for the covariates data. - -\code{metadata_options} creates a \code{metadata_options} - \code{list}of options for the metadata creation. - -\code{predictions_options} creates a - \code{predictions_options} \code{list} of options for populating the - predictions subdirectory - -\code{models_options} creates a \code{models_options} - \code{list} of options for populating the models subdirectory. - -\code{cast_options} creates a \code{cast_options} \code{list} - of control options for running \code{\link{portalcast}}. -} -\examples{ -\dontrun{ - -setup_dir() -all_options() -dir_options() -PortalData_options() -data_options() -moons_options() -rodents_options() -covariates_options() -metadata_options() -predictions_options() -models_options() -cast_options() -} - -} diff --git a/man/alternative_values.Rd b/man/alternative_values.Rd new file mode 100644 index 000000000..95b1d4c74 --- /dev/null +++ b/man/alternative_values.Rd @@ -0,0 +1,36 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utilities.R +\name{alternative_values} +\alias{alternative_values} +\alias{ifnull} +\alias{ifna} +\title{Replace a value with an alternative if it is NULL or if it is NA} +\usage{ +ifnull(x = NULL, alt = NULL) + +ifna(x = NULL, alt = NA) +} +\arguments{ +\item{x}{Focal input.} + +\item{alt}{Alternative value.} +} +\value{ +\code{ifnull}: \code{x} if not \code{NULL}, \code{alt} otherwise. \cr \cr + \code{ifna}: \code{x} if not \code{NA}, \code{alt} otherwise. +} +\description{ +\code{ifnull} replaces the focal input with the alternative value if it + is \code{NULL}. \cr \cr + \code{ifna} replaces the focal input with the alternative value if it + is \code{NA}. +} +\examples{ + ifnull(NULL, 123) + ifnull(TRUE, 123) + ifnull(FALSE, 123) + ifna(NA, 123) + ifna(FALSE, 123) + ifna(NA, NA) + +} diff --git a/man/append_cov_fcast_csv.Rd b/man/append_cov_fcast_csv.Rd deleted file mode 100644 index f7625b10e..000000000 --- a/man/append_cov_fcast_csv.Rd +++ /dev/null @@ -1,24 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/forecast_covariates.R -\name{append_cov_fcast_csv} -\alias{append_cov_fcast_csv} -\title{Append a covariate forecast to existing covariate forecasts} -\usage{ -append_cov_fcast_csv(new_forecast_covariates, - options_covariates = covariates_options()) -} -\arguments{ -\item{new_forecast_covariates}{Class-\code{covariates} \code{data.frame} of -forecasted covariate data generated by -\code{\link{forecast_covariates}}.} - -\item{options_covariates}{Class-\code{covariates_options} options -\code{list}. See \code{\link{covariates_options}}.} -} -\value{ -\code{new_forecast_covariates} exactly as input. -} -\description{ -Add the newest weather and NDVI forecasts to the existing - forecasts data file, for use in future hindcasting. -} diff --git a/man/append_csv.Rd b/man/append_csv.Rd index 7f9447e6f..7798d449e 100644 --- a/man/append_csv.Rd +++ b/man/append_csv.Rd @@ -4,15 +4,35 @@ \alias{append_csv} \title{Save data out to a csv, appending the file if it already exists} \usage{ -append_csv(df, filename) +append_csv(df, filename, arg_checks = TRUE) } \arguments{ \item{df}{\code{data.frame} table to be written out.} \item{filename}{\code{character} filename of existing \code{.csv} to be appended.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} +} +\value{ +\code{NULL}. } \description{ Appending a \code{.csv} without re-writing the header of the - file. If the doesn't exist, it will be created. + file. If the doesn't exist, it will be created. +} +\examples{ + \donttest{ + df <- data.frame(x = 1:10) + fpath <- file_path(files = "xx.csv") + append_csv(df, fpath) + } + } diff --git a/man/append_observed_to_cast.Rd b/man/append_observed_to_cast.Rd deleted file mode 100644 index 1cd3bdbdc..000000000 --- a/man/append_observed_to_cast.Rd +++ /dev/null @@ -1,42 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R -\name{append_observed_to_cast} -\alias{append_observed_to_cast} -\title{Append the observed values to a table of -casts} -\usage{ -append_observed_to_cast(casts, tree = dirtree(), add_error = TRUE, - add_in_window = TRUE, add_lead = TRUE) -} -\arguments{ -\item{casts}{Class \code{casts} \code{data.frame} of requested fore- or -hindcasts to have observations added to.} - -\item{tree}{\code{dirtree}-class list. See \code{\link{dirtree}}.} - -\item{add_error}{\code{logical} indicator if the \code{error} column should -be added to the output as well.} - -\item{add_in_window}{\code{logical} indicator if the \code{in_window} -column should be added to the output as well.} - -\item{add_lead}{\code{logical} indicator if the \code{lead} column should -be added to the output as well.} -} -\value{ -Class \code{casts} \code{data.frame} with additional columns. -} -\description{ -Add a column of observed values and optionally raw error, - in-prediction-window logical indicator, and lead time columns. Additional - columns are added by default. -} -\examples{ -\dontrun{ - -setup_dir(all_options(download_existing_predictions = TRUE)) -casts <- read_casts() -casts_a <- select_casts(casts, level = "All") -casts_a <- append_observed_to_cast(casts_a) -} - -} diff --git a/man/append_past_moons_to_raw.Rd b/man/append_past_moons_to_raw.Rd deleted file mode 100644 index bcdd65470..000000000 --- a/man/append_past_moons_to_raw.Rd +++ /dev/null @@ -1,25 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_moons.R -\name{append_past_moons_to_raw} -\alias{append_past_moons_to_raw} -\title{Append missing past moons to the raw data} -\usage{ -append_past_moons_to_raw(moons, options_moons = moons_options()) -} -\arguments{ -\item{moons}{Moons data table as a code{moons}-class \code{data.frame}.} - -\item{options_moons}{A class-\code{moons_options} \code{list} of options -for the moons data. See \code{\link{moons_options}}.} -} -\value{ -\code{moons} as it was input (a \code{moons}-class - \code{data.frame}). -} -\description{ -Sometimes the raw moon data table is not up-to-date. Because - the \code{portalr} functions \code{\link[portalr]{weather}} and - \code{\link[portalr]{fcast_ndvi}} point to the raw moons data, that table - needs to be updated to produce the correct current data table for - casting. -} diff --git a/man/argument_checking.Rd b/man/argument_checking.Rd new file mode 100644 index 000000000..473955fbb --- /dev/null +++ b/man/argument_checking.Rd @@ -0,0 +1,254 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/args.R +\name{argument_checking} +\alias{argument_checking} +\alias{check_args} +\alias{check_arg} +\alias{check_arg_list} +\title{Check a function's arguments' values for validity} +\usage{ +check_args(arg_checks = TRUE) + +check_arg(arg_name, arg_value, fun_name = NULL) + +check_arg_list() +} +\arguments{ +\item{arg_checks}{\code{logical} value of if the arguments should be +checked.} + +\item{arg_name}{\code{character} value of the argument name.} + +\item{arg_value}{Input value for the argument.} + +\item{fun_name}{\code{character} value of the function name or \code{NULL}.} +} +\value{ +\code{check_args}: throws an error or \code{NULL}. \cr \cr + \code{check_arg}: \code{character} vector of error messages + associated with the specific situation + (\code{( = arg_value)}). \cr \cr + \code{check_arg_list}: \code{list} of argument checking component + \code{list}s. +} +\description{ +Provides toggle-able argument checking for nearly all + functions in the codebase (save a few utilities), that can be turned off + to facilitate sandboxing or kept on to support reliability. \cr \cr + \code{check_args} checks that all of the arguments to a given + function have valid values within the pipeline to avoid naming collision + and improper formatting, by wrapping around \code{check_arg} for each + argument. \cr \cr + \code{check_arg} returns \code{NULL} if the argument is valid or + \code{character} vector of error messages associated + with the specific situation (\code{( = arg_value)}) + if the argument is invalid. \cr \cr + \code{check_arg_list} produces a list of argument details for + checking within \code{check_arg}. \cr \cr + \strong{\code{check_args} should only be called within a function.} + \cr \cr + See \code{Details} for argument-specific rules. +} +\details{ +Argument details used for checking are produced simply via + \code{check_arg_list}. If you are adding to the codebase and use + novel arguments, add them to that function's production. \cr + Each argument should have its own element that is a list with the + following elements: \code{class} (\code{character} value of its class), + \code{null} (\code{logical} indicator if the argument can be \code{NULL}), + \code{na} (\code{logical} indicator if the argument can be \code{NA}), + \code{length} (\code{numeric} value of how many elements the argument can + be or \code{NULL} if unrestricted), and \code{addl} if needed (an + unevaluated \code{expression} that can be evaluated and allows for + simple evaluation of, e.g., element names of a \code{list}; see the + source code). \cr + + Usage rules for arguments are as follows: \cr + + Must be length-1 \code{logical} values, can be \code{NULL}, but cannot be + \code{NA}: + \code{add_error}, + \code{add_in_window}, + \code{add_lead}, + \code{add_obs}, + \code{append_cast_csv}, + \code{arg_checks}, + \code{clean}, + \code{cleanup}, + \code{covariatesTF}, + \code{effort}, + \code{fillweight}, + \code{interpolate}, + \code{na_drop}, + \code{nadot}, + \code{NULLname}, + \code{overwrite}, + \code{quiet}, + \code{retain_target_moons}, + \code{return_version}, + \code{save}, + \code{tail}, + \code{total}, + \code{unknowns}, + \code{verbose}, + \code{with_census}, + \code{zero_drop}. + + Must be \code{logical} values, can be any length or \code{NULL}, but + cannot be \code{NA}: + \code{movedTF}, + + Must be length-1 \code{character} values, can be \code{NULL}, but cannot + be \code{NA}: + \code{colname}, + \code{data_name}, + \code{data_set}, + \code{directory}, + \code{extension} (if not \code{NULL}, must have a \code{"."} character), + \code{filename}, + \code{filename_cov}, + \code{filename_cov_casts}, + \code{filename_config}, + \code{filename_meta}, + \code{filename_moons}, + \code{freq}, + \code{level}, + \code{main}, + \code{model} (inputted values are checked via + \code{\link{verify_models}}), + \code{name}, + \code{output} (if not \code{NULL}, must be \code{"abundances"}), + \code{path}, + \code{plots} (if not \code{NULL}, must be \code{"all"} or + \code{"longterm"}), + \code{raw_data}, + \code{sep_char}, + \code{set}, + \code{shape}, + \code{source_name}, + \code{source_url}, + \code{species_id} (if not \code{NULL}, must be within the species + produced by \code{rodent_spp("wtotal")}), + \code{sub} (must be one of the named sub directories: \code{"tmp"}, + \code{"raw"}, \code{"data"}, \code{"models"}, or \code{"casts"}), + \code{time}, + \code{title}, + \code{type}, + \code{url}, + \code{winner} (if not \code{NULL}, must be \code{"hist"} or + \code{"cast"}), + \code{zip_destin}. + + Must be \code{character} values, can be any length, can be \code{NULL}, + but cannot be \code{NA}: + \code{colnames}, + \code{concept_rec_id}, + \code{data}, + \code{data_sets}, + \code{downloads_versions}, + \code{enquote_args}, + \code{eval_args}, + \code{files}, + \code{models} (inputted values are checked via + \code{\link{verify_models}}), + \code{msg}, + \code{names}, + \code{paths}, + \code{rec_id}, + \code{rec_version}, + \code{ref_species}, + \code{species} (if not \code{NULL}, must be all within the species + produced by \code{all_secies(total = TRUE)}), + \code{subs} (must all be one of the named sub directories: \code{"tmp"}, + \code{"raw"}, \code{"data"}, \code{"models"}, or \code{"casts"}), + \code{target_cols}, + \code{treatment} (if not \code{NULL}, must be \code{"control"}) + + Must be \code{data.frame}s, can be any length, can be \code{NULL}, + but cannot be \code{NA}: + \code{casts}, + \code{cast_cov}, + \code{cast_tab}, + \code{casts}, + \code{covariates}, + \code{df}, + \code{hist_cov}, + \code{hist_tab}, + \code{moons}, + \code{obs}, + \code{preds}, + \code{rodents_tab}. + + Must be a \code{data.frame} or \code{vector} can be any length, can be + \code{NULL}, but cannot be \code{NA}: + \code{dfv}. + + Must be a \code{data.frame} or \code{list} can be any length, can be + \code{NULL}, but cannot be \code{NA}: + \code{dfl}. + + Must be \code{list}s, can be any length, can be \code{NULL}, but cannot + be \code{NA}: + \code{control_climate_dl}, + \code{control_files}, + \code{control_model}, + \code{controls_models}, + \code{controls_rodents}, + \code{data_set_controls}, + \code{downloads}, + \code{filenames}, + \code{metadata}, + \code{rodents}. + + Must be length-1 \code{Date}-conformable values, can be \code{NULL}, + but cannot be \code{NA}: + \code{cast_date}, + \code{date} + \code{end}, + \code{from_date}, + \code{start}. + + Must be \code{Date}-conformable values, can be any length, can be + \code{NULL}, but cannot be \code{NA}: + \code{cast_dates}. + \code{dates}. + + Must be length-1 \code{numeric} values, can be \code{NULL}, but + cannot be \code{NA}: + \code{confidence_level} (must be between 0 and 1), + \code{lat}, + \code{lon}. + + Must be length-1 \code{integer}-conformable values can be \code{NULL}, + but cannot be \code{NA}: + \code{cast_id} (must be non-negative), + \code{end_moon} (must be positive), + \code{lead} (must be positive), + \code{lead_time} (must be non-negative), + \code{lev}, + \code{min_observed} (must be positive), + \code{min_plots} (must be positive), + \code{min_traps} (must be positive), + \code{moon} (must be positive), + \code{ndates} (must be positive), + \code{nmoons} (must be non-negative), + \code{start_moon} (must be positive), + \code{topx} (must be non-negative). + + Must be length-1 \code{integer}-conformable values can be \code{NULL}, + and can be \code{NA}: + \code{lag} (must be positive), + \code{min_lag} (must be non-negative). + + Must be \code{integer}-conformable values, can be any length, can be + \code{NULL}, but cannot be \code{NA}: + \code{cast_ids} (must be non-negative), + \code{end_moons} (must be positive), + \code{target_moons} (must be positive). +} +\examples{ + check_arg_list() + check_arg("end_moon", 400) + check_arg("end_moon", 399.5) + +} diff --git a/man/autoarima.Rd b/man/autoarima.Rd deleted file mode 100644 index 719140374..000000000 --- a/man/autoarima.Rd +++ /dev/null @@ -1,55 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/AutoArima.R -\name{AutoArima} -\alias{AutoArima} -\title{Flexible Auto-Regressive Integrated Moving Average model for Portal - Predictions} -\usage{ -AutoArima(tree = dirtree(), level = "All", quiet = FALSE) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} - -\item{level}{\code{character} value name of the type of plots included -(\code{"All"} or \code{"Controls"}).} - -\item{quiet}{\code{logical} value indicating if the function should be -quiet.} -} -\value{ -\code{list} of [1] \code{"forecast"} (the forecasted abundances) - and [2] \code{"all_model_aic"} (the model AIC values). -} -\description{ -Fit an AutoArima model in the portalcasting pipeline. -} -\details{ -Model "AutoArima" is a flexible auto-regressive integrated - moving average model fit to the data using - \code{\link[forecast]{auto.arima}} in the - \href{http://pkg.robjhyndman.com/forecast/}{\code{forecast} package} - (Hyndman \emph{et al}. 2018). - - Because the seasonality and sampling occurring with different frequencies, - which \code{\link[forecast]{auto.arima}} cannot accommodate, seasonal - models are not included. - - Although \code{\link[forecast]{auto.arima}} can handle missing data, the - other models used currently cannot, so we interpolate missing data here - for comparison. -} -\examples{ -\dontrun{ - -setup_dir() -AutoArima() -} - -} -\references{ -Hyndman R., Bergmeir C., Caceres G., Chhay L., O'Hara-Wild M., Petropoulos - F., Razbash S., Wang E., and Yasmeen F. 2018. forecast: Forecasting - functions for time series and linear models. - \href{http://pkg.robjhyndman.com/forecast}{R package version 8.3}. -} diff --git a/man/base_path.Rd b/man/base_path.Rd deleted file mode 100644 index 3e393b17b..000000000 --- a/man/base_path.Rd +++ /dev/null @@ -1,53 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/paths.R -\name{base_path} -\alias{base_path} -\alias{main_path} -\alias{sub_paths} -\title{Determine the path for a specific level of a portalcasting directory} -\usage{ -base_path(tree = dirtree()) - -main_path(tree = dirtree()) - -sub_paths(tree = dirtree(), specific_subs = NULL) -} -\arguments{ -\item{tree}{\code{dirtree}-class list. See \code{\link{dirtree}}.} - -\item{specific_subs}{\code{character}-value name of the specific -subdirectory/subdirectories of interest, or \code{NULL} (default) -for all.} -} -\value{ -\code{base_path}: The normalized path of the main folder in the - directory tree as a character value (see \code{\link{normalizePath}}). - -\code{main_path}: The normalized path of the main folder in the - directory tree as a character value (see \code{\link{normalizePath}}). - -\code{sub_paths}: The normalized path(s) of the - \code{specific_subs} folder(s) in the directory tree as \code{character} - value(s) (see \code{\link{normalizePath}}). -} -\description{ -\code{base_path}: Return the path for the \code{base} folder - in the directory. - -\code{main_path}: Return the path for the \code{main} folder - in the directory. - -\code{sub_paths}: Return the path(s) for a specific - \code{subs} folder or folders in the directory. -} -\examples{ -\dontrun{ - -setup_dir() -base_path() -main_path() -sub_paths() -sub_paths(specific_subs = "models") -} - -} diff --git a/man/cast_covariates.Rd b/man/cast_covariates.Rd new file mode 100644 index 000000000..63e2e5182 --- /dev/null +++ b/man/cast_covariates.Rd @@ -0,0 +1,118 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/cast_covariates.R +\name{cast_covariates} +\alias{cast_covariates} +\alias{prep_cast_covariates} +\alias{cast_ndvi} +\alias{cast_weather} +\alias{save_cast_cov_csv} +\title{Cast the covariates} +\usage{ +cast_covariates(main = ".", moons = NULL, hist_cov = NULL, + end_moon = NULL, lead_time = 12, min_lag = 6, + cast_date = Sys.Date(), control_files = files_control(), + control_climate_dl = climate_dl_control(), quiet = TRUE, + verbose = FALSE, arg_checks = TRUE) + +prep_cast_covariates(main = ".", moons = NULL, hist_cov = NULL, + end_moon = NULL, lead_time = 12, min_lag = 6, + cast_date = Sys.Date(), control_climate_dl = climate_dl_control(), + control_files = files_control(), quiet = TRUE, verbose = FALSE, + arg_checks = TRUE) + +cast_ndvi(main = ".", hist_cov = NULL, lead_time = 12, min_lag = 6, + arg_checks = TRUE) + +cast_weather(main = ".", moons = NULL, hist_cov = NULL, + end_moon = NULL, lead_time = 12, min_lag = 6, + cast_date = Sys.Date(), control_climate_dl = climate_dl_control(), + control_files = files_control(), quiet = TRUE, verbose = TRUE, + arg_checks = TRUE) + +save_cast_cov_csv(main = ".", moons = NULL, end_moon = NULL, + cast_date = Sys.Date(), cast_cov = NULL, + control_files = files_control(), quiet = TRUE, verbose = FALSE, + arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} name of the main directory tree component.} + +\item{moons}{Lunar data \code{data.frame}. See \code{\link{prep_moons}}.} + +\item{hist_cov}{\code{data.frame} of historic covariates. See +\code{\link{prep_hist_covariates}}.} + +\item{end_moon}{Forecast origin. \code{integer}-conformable newmoon number +or \code{NULL}, which equates to the most recently included census' +newmoon number.} + +\item{lead_time}{\code{integer}-conformable number of timesteps forward +a cast will proceed.} + +\item{min_lag}{\code{integer}-conformable minimum non-0 covariate lag time +used in any model.} + +\item{cast_date}{\code{Date} on which the cast happens. Generally should +be \code{\link{Sys.Date}}.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{control_climate_dl}{\code{list} of specifications for the climate +download. Sent to \code{\link{NMME_urls}} to create the specific URLs. See +\code{\link{climate_dl_control}}.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator if detailed messages should be +shown.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} + +\item{cast_cov}{\code{data.frame} of cast covariates. See +\code{\link{cast_covariates}}.} +} +\value{ +\code{cast_covariates}: \code{data.frame} of the covariates cast for the + moons as defined as needed for saving. \cr \cr + \code{prep_cast_covariates}: \code{data.frame} of the cast covariates + after saving, with excess columns removed. \cr \cr + \code{cast_ndvi}: \code{data.frame} of -casted NDVI values. \cr \cr + \code{cast_weather}: \code{data.frame} of -casted weather values. \cr \cr + \code{save_cast_cov_csv}: \code{cast_cov} \code{data.frame} exactly as + input. +} +\description{ +Cast the covariates for a model run. \cr \cr + \code{cast_covariates} is the primary function, which produces the + covariates (min, mean, and max temperature; precipitation; and NDVI) + required for a model to be cast. \cr \cr + \code{prep_cast_covariates} provides a wrapper on \code{cast_covariates} + that includes saving the cast data out via \code{save_cast_cov_csv} + and tidying the data for use within the model (by removing the vestigial + columns that are only needed for saving). +} +\details{ +If forecasting from the current newmoon, weather is forecast using + \code{\link{cast_weather}} and NDVI is forecast using + \code{\link{cast_ndvi}}. If casting from a previous newmoon, the + historical forecasted weather and NDVI data are retrieved from the file + pointed to by \code{filename_cov_casts}. +} +\examples{ + \donttest{ + setup_dir() + hist_cov <- prep_hist_covariates() + prep_cast_covariates(hist_cov = hist_cov) + cast_cov <- cast_covariates(hist_cov = hist_cov) + save_cast_cov_csv(cast_cov = cast_cov) + cast_ndvi_data <- cast_ndvi(hist_cov = hist_cov) + cast_weather_data <- cast_weather(hist_cov = hist_cov) + } + +} diff --git a/man/cast_models.Rd b/man/cast_models.Rd deleted file mode 100644 index 047a811cb..000000000 --- a/man/cast_models.Rd +++ /dev/null @@ -1,16 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/portalcast.R -\name{cast_models} -\alias{cast_models} -\title{Source the scripts to run the selected forecast or hindcast models} -\usage{ -cast_models(options_cast = cast_options()) -} -\arguments{ -\item{options_cast}{Class-\code{cast_options} \code{list} containing the -hind- or forecasting options. See \code{\link{cast_options}}.} -} -\description{ -Source the R scripts of the selected model(s) indicated by the - \code{model} element in \code{options_cast}. -} diff --git a/man/cast_window.Rd b/man/cast_window.Rd new file mode 100644 index 000000000..be90f8e6c --- /dev/null +++ b/man/cast_window.Rd @@ -0,0 +1,52 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utilities.R +\name{cast_window} +\alias{cast_window} +\title{Determine the start and end calendar dates for a cast window} +\usage{ +cast_window(main = ".", moons = NULL, cast_date = Sys.Date(), + lead_time = 12, min_lag = 6, control_files = files_control(), + arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{moons}{Moons \code{data.frame}. See \code{\link{prep_moons}}.} + +\item{cast_date}{\code{Date} from which future is defined (the origin of +the cast). In the recurring forecasting, is set to today's date +using \code{\link{Sys.Date}}.} + +\item{lead_time}{\code{integer} (or integer \code{numeric}) value for the +number of timesteps forward a cast will cover.} + +\item{min_lag}{\code{integer} (or integer \code{numeric}) of the minimum +covariate lag time used in any model.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +Named \code{list} with elements \code{start} and \code{end}, + which are both \code{Dates}. +} +\description{ +Based on the cast origin (\code{cast_date}), lead time + (\code{lead_time}), and minimum non-0 lag (\code{min_lag}), determines + the dates bracketing the requested window. +} +\examples{ + \donttest{ + create_dir() + fill_raw() + cast_window() + } + +} diff --git a/man/casts.Rd b/man/casts.Rd deleted file mode 100644 index c7914b85b..000000000 --- a/man/casts.Rd +++ /dev/null @@ -1,32 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/portalcast.R -\name{casts} -\alias{casts} -\alias{cast} -\alias{step_casts} -\title{Run one or potentially multiple forecasts or hindcasts} -\usage{ -casts(options_all = all_options()) - -cast(options_cast = cast_options()) - -step_casts(options_all = all_options()) -} -\arguments{ -\item{options_all}{\code{all_options}-class \code{list} of options -controlling the portalcasting directory. See \code{\link{all_options}}.} - -\item{options_cast}{Class-\code{cast_options} \code{list} containing the -hind- or forecasting options. See \code{\link{cast_options}}.} -} -\description{ -Given that the data and models are prepared accordingly, run - a set of one or more forecast or hindcasts, (optionally) add an ensemble, - combine the results, and add them to the predictions folder. \cr \cr - \code{casts}: run one or more -casts flexibly - -\code{cast}: run a single -cast - -\code{step_casts}: iterate through subsequent-to-the-first - -cast(s) within \code{casts}. -} diff --git a/man/check_args.Rd b/man/check_args.Rd deleted file mode 100644 index 7159e3c7f..000000000 --- a/man/check_args.Rd +++ /dev/null @@ -1,452 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/utilities.R -\name{check_args} -\alias{check_args} -\alias{check_arg} -\title{Check a function's arguments' values for validity} -\usage{ -check_args() - -check_arg(arg_name, arg_value, fun_name = NULL) -} -\arguments{ -\item{arg_name}{\code{character} value of the argument name.} - -\item{arg_value}{Input value for the argument.} - -\item{fun_name}{\code{character} value of the function name or \code{NULL}.} -} -\value{ -\code{check_arg}: \code{character} vector of error messages - associated with the specific situation - (\code{( = arg_value)}). -} -\description{ -\code{check_args} checks that all of the arguments to a given - function have valid values within the pipeline to avoid naming collision - and improper formatting, by wrapping around \code{check_arg} for each - argument. \cr \cr - \code{check_arg} produces (returns) a \code{NULL} if the - argument is valid or \code{character} vector of error messages associated - with the specific situation (\code{( = arg_value)}) - if the argument is invalid. \cr \cr - \code{check_args} should only be called within a function. \cr \cr - See \code{Details} for argument-specific rules. -} -\details{ -Usage and rules for arguments are as follows: \cr \cr - \code{add}: must be \code{NULL} or a \code{character} vector in - \code{\link{model_names}}. \cr \cr - \code{add_error}: must be a length-1 \code{logical} vector in - \code{\link{append_observed_to_cast}}. \cr \cr - \code{add_in_window}: must be a length-1 \code{logical} vector in - \code{\link{append_observed_to_cast}}. \cr \cr - \code{add_lead}: must be a length-1 \code{logical} vector in - \code{\link{append_observed_to_cast}}. \cr \cr - \code{add_obs}: must be a length-1 \code{logical} vector in - \code{\link{plot_cast_ts}}. \cr \cr - \code{all}: must be a \code{list} with elements named \code{forecast} - and \code{aic} in \code{\link{save_forecast_output}} \cr \cr - \code{all_forecasts}: must be a \code{data.frame} in - \code{\link{make_ensemble}}. \cr \cr - \code{append_fcast_csv}: must be a length-1 \code{logical} vector in - \code{\link{all_options}}, \code{\link{covariates_options}}, and - \code{\link{data_options}}. \cr \cr - \code{append_missing_to_raw}: must be a length-1 \code{logical} vector in - \code{\link{all_options}}, \code{\link{data_options}}, and - \code{\link{moons_options}}. \cr \cr - \code{base} must be a length-1 \code{character} vector in - \code{\link{all_options}}, \code{\link{cast_options}}, - \code{\link{data_options}}, \code{\link{dirtree}}, - \code{\link{dir_options}}, \code{\link{models_options}}, - \code{\link{PortalData_options}}, and - \code{\link{predictions_options}}. \cr \cr - \code{cast}: must be a valid -cast \code{data.frame} as checked by - \code{\link{cast_is_valid}} in \code{\link{verify_cast}}. \cr \cr - \code{casts}: must be of class \code{casts} in - \code{\link{append_observed_to_cast}} and - \code{\link{measure_cast_error}}. \cr \cr - \code{cast_date}: must be \code{NULL} or a length-1 \code{Date} or - \code{Date}-conformable vector in \code{\link{add_addl_future_moons}}, - \code{\link{all_options}}, \code{\link{cast_options}}, - \code{\link{covariates_options}}, \code{\link{data_options}}, - \code{\link{metadata_options}}, \code{\link{moons_options}}, - \code{\link{plot_cast_point}}, \code{\link{plot_cast_ts}}, and - \code{\link{read_cast}}. \cr \cr - \code{cast_dates}: must be \code{NULL} or a \code{Date} or - \code{Date}-conformable vector in \code{\link{plot_cov_RMSE_mod_spp}}, - \code{\link{read_casts}}, and \code{\link{select_most_ab_spp}}. \cr \cr - \code{cast_to_check}: must be a \code{data.frame} in - \code{\link{cast_is_valid}}. \cr \cr - \code{cast_type}: must be a length-1 \code{character} vector in - \code{\link{most_recent_cast}}, \code{\link{plot_cast_point}}, - \code{\link{plot_cast_ts}}, \code{\link{plot_cov_RMSE_mod_spp}}, - \code{\link{plot_err_lead_spp_mods}}, \code{\link{read_cast}}, - \code{\link{read_casts}}, and \code{\link{select_most_ab_spp}}. \cr \cr - \code{class}: must be \code{NULL} or a \code{character} vector in - \code{\link{classy}}. \cr \cr - \code{colname}: must be a length-1 \code{character} vector in - \code{\link{fcast0}}, \code{\link{na_conformer}}, and - \code{\link{remove_incompletes}}. \cr \cr - \code{confidence_level}: must be a length-1 \code{numeric} value between - 0 and 1 in \code{\link{all_options}}, \code{\link{data_options}}, - \code{\link{make_ensemble}}, and \code{\link{metadata_options}}. - \cr \cr - \code{controls}: must be a \code{list} with elements named - \code{forecast} and \code{aic} in \code{\link{save_forecast_output}}. - \cr \cr - \code{covariates}: must be a \code{data.frame} of class \code{covariates} - in \code{\link{forecast_covariates}}, \code{\link{forecast_ndvi}}, - and \code{\link{prep_metadata}}. \cr \cr - \code{covariate_source}: must be \code{NULL} or a length-1 - \code{character} vector of \code{"current_archive"} or - \code{"retroactive"} in \code{\link{all_options}}, - \code{\link{data_options}}, \code{\link{metadata_options}}. \cr \cr - \code{covariate_date_made}: must be \code{NULL} or a length-1 - \code{character} vector corresponding to the \code{date_made} column - in the covariate_forecasts data table in \code{\link{all_options}}, - \code{\link{data_options}}, \code{\link{metadata_options}}. \cr \cr - \code{cov_fcast}: must be a length-1 \code{logical} vector in - \code{\link{all_options}}, \code{\link{covariates_options}}, and - \code{\link{data_options}}. \cr \cr - \code{cov_hist}: must be a length-1 \code{logical} vector in - \code{\link{all_options}}, \code{\link{covariates_options}}, and - \code{\link{data_options}}. \cr \cr - \code{c_filename}: must be a length-1 \code{character} vector in - \code{\link{all_options}}, \code{\link{covariates_options}}, and - \code{\link{data_options}}. \cr \cr - \code{c_save}: must be a length-1 \code{logical} vector in - \code{\link{all_options}}, \code{\link{covariates_options}}, and - \code{\link{data_options}}. \cr \cr - \code{data_name}: must be a length-1 \code{character} vector of value - \code{"all"}, \code{"controls"}, \code{"covariates"}, - \code{"covariate_forecasts"}, \code{"moons"}, - or \code{"metadata"} in \code{\link{read_data}}. \cr \cr - \code{dates}: must be \code{NULL} or a \code{Date} or - \code{Date}-conformable vector in \code{\link{foy}}. \cr \cr - \code{df}: must be a \code{data.frame} in - \code{\link{append_csv}}, \code{\link{dataout}}, and - \code{\link{remove_incompletes}}. \cr \cr - \code{download}: must be a length-1 \code{logical} vector in - \code{\link{download_predictions}}. \cr \cr - \code{download_existing_predictions}: must be a length-1 \code{logical} - vector in \code{\link{all_options}} and - \code{\link{predictions_options}}. \cr \cr - \code{drop_spp}: must be a \code{character} vector in - \code{\link{all_options}}, \code{\link{data_options}}, - \code{\link{remove_spp}}, and \code{\link{rodents_options}}. \cr \cr - \code{end}: must be \code{NULL} or a positive \code{integer} or - \code{integer}-conformable vector in \code{\link{all_options}}, - \code{\link{cast_options}}, \code{\link{covariates_options}}, - \code{\link{data_options}}, and \code{\link{rodents_options}}. - \cr \cr - \code{ensemble}: must be a length-1 \code{logical} vector in - \code{\link{all_options}} and \code{\link{cast_options}}. \cr \cr - \code{extension}: must be a length-1 \code{character} vector with - a single period in \code{\link{model_paths}}. \cr \cr - \code{fcast_nms}: must be \code{NULL} or a non-negative \code{integer} or - \code{integer}-conformable vector in \code{\link{all_options}}, - \code{\link{covariates_options}}, and \code{\link{data_options}} - \cr \cr - \code{filename}: must be a length-1 \code{character} vector in - \code{\link{append_csv}} and \code{\link{verify_PortalData}}. \cr \cr - \code{from_date}: must be \code{NULL} or a length-1 \code{Date} or - \code{Date}-conformable vector in \code{\link{plot_cast_point}} and - \code{\link{select_most_ab_spp}}. \cr \cr - \code{from_zenodo}: must be a length-1 \code{logical} vector in - \code{\link{all_options}} and \code{\link{PortalData_options}}. - \cr \cr - \code{future_moons}: must be a \code{data.frame} of class \code{moons} - in \code{\link{add_addl_future_moons}}. \cr \cr - \code{hind_step}: must be a length-1 positive \code{integer} or - \code{integer}-conformable vector in \code{\link{all_options}}, - \code{\link{cast_options}}, \code{\link{covariates_options}}, - \code{\link{data_options}}, and \code{\link{rodents_options}}. \cr \cr - \code{hist_cov}: must be a \code{data.frame} of class \code{covariates} - in \code{\link{prep_fcast_covariates}} and - \code{\link{update_covfcast_options}}. \cr \cr - \code{hist_fcast_file}: must be a length-1 \code{character} vector in - \code{\link{all_options}}, \code{\link{covariates_options}}, and - \code{\link{data_options}}. \cr \cr - \code{lag}: must be \code{NULL} or a length-1 non-negative \code{integer} - or \code{integer}-conformable vector in \code{\link{lag_covariates}}, - \code{\link{model_options}}, and \code{\link{pevGARCH}}. \cr \cr - \code{lead}: must be a length-1 positive \code{integer} or - \code{integer}-conformable vector in \code{\link{plot_cast_point}} and - \code{\link{select_most_ab_spp}}. \cr \cr - \code{lead_time}: must be a length-1 non-negative \code{integer} or - \code{integer}-conformable vector in \code{\link{all_options}}, - \code{\link{covariates_options}}, \code{\link{data_options}}, and - \code{\link{metadata_options}}. \cr \cr - \code{level}: must be \code{NULL} or a length-1 \code{character} vector - of value \code{"All"} or \code{"Controls"} in - \code{\link{plot_cast_point}}, - \code{\link{plot_cast_ts}}, \code{\link{plot_cast_ts_ylab}}, - \code{\link{plot_cov_RMSE_mod_spp}}, - \code{\link{plot_err_lead_spp_mods}}, \code{\link{select_most_ab_spp}}, - and \code{\link{select_casts}} or a length-1 \code{character} vector - of value \code{"Site"} or \code{"Treatment"} in - \code{\link{AutoArima}}, \code{\link{all_options}}, - \code{\link{data_options}}, \code{\link{ESSS}}, - \code{\link{metadata_options}}, \code{\link{nbGARCH}}, - \code{\link{nbsGARCH}}, - \code{\link{pevGARCH}}, and \code{\link{rodents_options}}. \cr \cr - \code{local_paths}: must be a \code{character} - vector in \code{\link{file_paths}}. \cr \cr - \code{main} must be a length-1 \code{character} vector in - \code{\link{all_options}}, \code{\link{cast_options}}, - \code{\link{data_options}}, \code{\link{dirtree}}, - \code{\link{dir_options}}, \code{\link{PortalData_options}}, - \code{\link{models_options}}, and \code{\link{predictions_options}}. - \cr \cr - \code{metadata}: must be of class \code{metadata} in - \code{\link{save_forecast_output}}. \cr \cr - \code{meta_filename}: must be a length-1 \code{character} vector in - \code{\link{all_options}}, \code{\link{data_options}}, and - \code{\link{metadata_options}}. \cr \cr - \code{meta_save}: must be a length-1 \code{logical} vector in - \code{\link{all_options}}, \code{\link{data_options}}, and - \code{\link{metadata_options}}. \cr \cr - \code{min_lag}: must be a length-1 non-negative \code{integer} or - \code{integer}-conformable vector in \code{\link{all_options}}, - \code{\link{covariates_options}}, and \code{\link{data_options}}. - \cr \cr - \code{min_observed}: must be a length-1 positive \code{integer} or - \code{integer}-conformable vector in - \code{\link{measure_cast_error}} and - \code{\link{plot_cov_RMSE_mod_spp}}. \cr \cr - \code{min_plots}: must be a length-1 positive \code{integer} or - \code{integer}-conformable vector in \code{\link{all_options}}, - \code{\link{cast_options}}, \code{\link{data_options}}, and - \code{\link{rodents_options}}. \cr \cr - \code{min_traps}: must be a length-1 positive \code{integer} or - \code{integer}-conformable vector in \code{\link{all_options}}, - \code{\link{cast_options}}, \code{\link{data_options}}, and - \code{\link{rodents_options}}. \cr \cr - \code{model}: must be a length-1 \code{character} vector in - \code{\link{model_options}}, \code{\link{plot_cast_point}}, - \code{\link{plot_cast_ts}}, \code{\link{plot_cast_ts_ylab}}, - \code{\link{save_forecast_output}}, and - \code{\link{select_most_ab_spp}}. \cr \cr - \code{models}: must be \code{NULL} or a \code{character} vector in - \code{\link{all_options}}, \code{\link{cast_options}}, - \code{\link{models_options}}, \code{\link{model_paths}}, and - \code{\link{select_casts}}, \code{\link{plot_cov_RMSE_mod_spp}}, and - \code{\link{plot_err_lead_spp_mods}}. \cr \cr - \code{model_set}: must be \code{NULL} or a length-1 \code{character} - vector with value \code{"prefab"} or \code{"wEnsemble"} in - \code{\link{model_names}}. \cr \cr - \code{mod_covariates}: must be a length-1 \code{logical} vector in - \code{\link{model_options}}. \cr \cr - \code{mod_type}: must be \code{"pevGARCH"} in - \code{\link{covariate_models}} . \cr \cr - \code{moons}: must be a \code{data.frame} of class \code{moons} in - \code{\link{add_future_moons}}, \code{\link{append_past_moons_to_raw}}, - \code{\link{forecast_covariates}}, \code{\link{forecast_ndvi}}, - \code{\link{forecast_weather}}, \code{\link{format_moons}}, - \code{\link{get_climate_forecasts}}, - \code{\link{prep_covariates}}, \code{\link{prep_fcast_covariates}}, - \code{\link{prep_metadata}}, \code{\link{prep_rodents}}, - \code{\link{prep_rodents_list}}, \code{\link{trim_moons_fcast}}, - \code{\link{update_covariates}}, and - \code{\link{update_covfcast_options}}. \cr \cr - \code{msg}: must be \code{NULL} or a \code{character} vector in - \code{\link{messageq}}. \cr \cr - \code{m_filename}: must be a length-1 \code{character} vector in - \code{\link{all_options}}, \code{\link{data_options}}, and - \code{\link{moons_options}}. \cr \cr - \code{m_save}: must be a length-1 \code{logical} vector in - \code{\link{all_options}}, \code{\link{data_options}}, and - \code{\link{moons_options}}. \cr \cr - \code{nadot}: must be a length-1 \code{logical} vector in - \code{\link{rodent_spp}}. \cr \cr - \code{ndates}: must be a length-1 positive \code{integer} or - \code{integer}-conformable vector in - \code{\link{plot_err_lead_spp_mods}}. \cr \cr - \code{newmoonnumbers}: must be \code{NULL} or a length-1 non-negative - \code{integer} or \code{integer}-conformable vector in - \code{\link{select_casts}}. \cr \cr - \code{new_forecast_covariates}: must be a \code{data.frame} of class - \code{covariates} in \code{\link{append_cov_fcast_csv}}. \cr \cr - \code{nfcnm}: must be a length-1 non-negative \code{integer} or - \code{integer}-conformable vector in \code{\link{all_options}}, - \code{\link{covariates_options}}, and \code{\link{data_options}}. - \cr \cr - \code{n_future_moons}: must be a length-1 non-negative \code{integer} or - \code{integer}-conformable vector in \code{\link{moons_options}}. - \cr \cr - \code{options_all}: must be of class \code{all_options} in - \code{\link{casts}}, \code{\link{cleanup_dir}}, - \code{\link{fill_dir}}, \code{\link{portalcast}}, - \code{\link{setup_dir}}, \code{\link{step_casts}},and - \code{\link{step_hind_forward}}. \cr \cr - \code{options_cast}: must be of class \code{cast_options} in - \code{\link{add_ensemble}}, \code{\link{cast}}, - \code{\link{cast_models}}, \code{\link{check_to_skip}}, - \code{\link{combine_forecasts}}, \code{\link{models_to_cast}}, and - \code{\link{verify_models}}. \cr \cr - \code{options_covariates}: must be of class \code{covariates_options} in - \code{\link{append_cov_fcast_csv}}, - \code{\link{forecast_covariates}}, \code{\link{forecast_ndvi}}, - \code{\link{forecast_weather}}, \code{\link{get_climate_forecasts}}, - \code{\link{prep_covariates}}, \code{\link{prep_fcast_covariates}}, - \code{\link{prep_hist_covariates}}, \code{\link{trim_moons_fcast}}, - \code{\link{update_covariates}}, and - \code{\link{update_covfcast_options}}. \cr \cr - \code{options_data}: must be of class \code{data_options} in - \code{\link{fill_data}}, \code{\link{prep_data}}, - \code{\link{transfer_hist_covariate_forecasts}}, - \code{\link{transfer_trapping_table}}, and - \code{\link{update_data}}. \cr \cr - \code{options_dir}: must be of class \code{dir_options} in - \code{\link{create_dir}}, \code{\link{create_main_dir}}, and - \code{\link{create_sub_dirs}}. \cr \cr - \code{options_metadata}: must be of class \code{metadata_options} in - \code{\link{prep_metadata}}. \cr \cr - \code{options_model}: must be of class \code{model_options} in - \code{\link{model_template}} and \code{\link{write_model}}. \cr \cr - \code{options_models}: must be of class \code{models_options} in - \code{\link{fill_models}}. \cr \cr - \code{options_moons}: must be of class \code{moons_options} in - \code{\link{add_future_moons}}, \code{\link{append_past_moons_to_raw}}, - and \code{\link{prep_moons}}. \cr \cr - \code{options_out}: must be an options \code{list} in - \code{\link{dataout}}. \cr \cr - \code{options_PortalData}: must be of class \code{PortalData_options} in - \code{\link{fill_PortalData}}. \cr \cr - \code{options_predictions}: must be of class \code{predictions_options} - in \code{\link{fill_predictions}}. \cr \cr - \code{options_rodents}: must be of class \code{rodents_options} in - \code{\link{enforce_rodents_options}}, \code{\link{prep_rodents}}, - \code{\link{prep_rodents_list}}, \code{\link{trim_treatment}}, and - \code{\link{update_rodents_list}}. \cr \cr - \code{output}: must be \code{"abundance"} in \code{\link{all_options}}, - \code{\link{data_options}}, and \code{\link{rodents_options}}. \cr \cr - \code{plots}: must be a length-1 \code{character} vector of value - \code{"all"} or \code{"longerm"} in \code{\link{all_options}}, - \code{\link{data_options}}, and \code{\link{rodents_options}}. \cr \cr - \code{pred_dir}: must be a length-1 \code{character} vector in - \code{\link{compile_aic_weights}} and \code{\link{make_ensemble}}. - \cr \cr - \code{quiet}: must be a length-1 \code{logical} vector in - \code{\link{all_options}}, \code{\link{AutoArima}}, - \code{\link{cast_options}}, \code{\link{covariates_options}}, - \code{\link{create_sub_dir}}, \code{\link{data_options}}, - \code{\link{download_predictions}}, \code{\link{dir_options}}, - \code{\link{ESSS}}, \code{\link{metadata_options}}, - \code{\link{models_options}}, \code{\link{model_options}}, - \code{\link{predictions_options}}, \code{\link{PortalData_options}}, - \code{\link{moons_options}}, \code{\link{messageq}}, - \code{\link{nbGARCH}}, \code{\link{nbsGARCH}}, \code{\link{pevGARCH}}, - \code{\link{rodents_options}}, and \code{\link{verify_PortalData}}. - \cr \cr - \code{rangex}: must be a length-2 positive \code{integer} or - \code{integer}-conformable vector in \code{\link{plot_cast_ts_xaxis}}. - \cr \cr - \code{rodents}: must be a \code{data.table} of class \code{rodents} in - \code{\link{interpolate_abundance}}, \code{\link{is.spcol}}, - \code{\link{remove_spp}}, and \code{\link{trim_treatment}}. \cr \cr - \code{rodents_list}: must be of class \code{rodents_list} in - \code{\link{prep_metadata}}. \cr \cr - \code{r_filename}: must be a length-1 \code{character} vector in - \code{\link{all_options}}, \code{\link{data_options}}, and - \code{\link{rodents_options}}. \cr \cr - \code{r_save}: must be a length-1 \code{logical} vector in - \code{\link{all_options}}, \code{\link{data_options}}, and - \code{\link{rodents_options}}. \cr \cr - \code{save}: must be a length-1 \code{logical} vector in - \code{\link{covariates_options}}, \code{\link{metadata_options}}, - \code{\link{moons_options}}, and \code{\link{rodents_options}}. \cr \cr - \code{source_name}: must be a length-1 \code{character} vector in - \code{\link{all_options}}, \code{\link{covariates_options}}, - and \code{\link{data_options}}. \cr \cr - \code{species}: must be \code{NULL} or a \code{character} vector in - \code{\link{plot_cast_point}}, \code{\link{plot_cast_point_yaxis}}, - \code{\link{plot_cov_RMSE_mod_spp}}, - \code{\link{plot_err_lead_spp_mods}}, - \code{\link{select_casts}}, and \code{\link{select_most_ab_spp}}; - specifically length-1 in - \code{\link{plot_cast_ts}} and \code{\link{plot_cast_ts_ylab}}. \cr \cr - \code{species_set}: must be \code{NULL} or a length-1 \code{character} - vector of value \code{"base"}, \code{"wtotal"}, or \code{"evalplot"} in - \code{\link{rodent_spp}}. \cr \cr - \code{specific_subs}: must be \code{NULL} or a length-1 \code{character} - vector in \code{\link{sub_paths}}. \cr \cr - \code{spp_names}: must be a \code{character} vector in - \code{\link{is.spcol}}. \cr \cr - \code{start}: must be a length-1 positive \code{integer} or - \code{integer}-conformable vector in \code{\link{all_options}}, - \code{\link{cast_options}}, \code{\link{covariates_options}}, - \code{\link{data_options}}, and \code{\link{rodents_options}}. \cr \cr - \code{start_newmoon}: must be a length-1 positive \code{integer} or - \code{integer}-conformable vector in \code{\link{plot_cast_ts}}. - \cr \cr - \code{subs} must be a class-\code{character} vector in - \code{\link{all_options}}, \code{\link{cast_options}}, - \code{\link{data_options}}, \code{\link{dirtree}}, - \code{\link{dir_options}}, \code{\link{models_options}}, - \code{\link{PortalData_options}}, and - \code{\link{predictions_options}}. \cr \cr - \code{subs_names}: must be \code{NULL} or a \code{character} - vector in \code{\link{subdirs}}. \cr \cr - \code{subs_type}: must be \code{NULL} or a length-1 \code{character} - vector in \code{\link{subdirs}}. \cr \cr - \code{sub_path}: must be \code{NULL} or a length-1 \code{character} - vector in \code{\link{create_sub_dir}}. \cr \cr - \code{tail}: must be a length-1 \code{logical} vector in - \code{\link{lag_covariates}}. \cr \cr - \code{temp_dir}: must be a length-1 \code{character} vector in - \code{\link{save_forecast_output}}. \cr \cr - \code{time}: must be a length-1 \code{logical} vector in - \code{\link{today}}. \cr \cr - \code{tmnt_type}: must be \code{NULL} or a length-1 \code{character} - vector of value \code{"all"} or \code{"controls"} in - \code{\link{all_options}}, \code{\link{data_options}}, - \code{\link{enforce_rodents_options}}, and - \code{\link{rodents_options}}. \cr \cr - \code{to_cleanup}: must be \code{NULL} or a \code{character} vector in - \code{\link{all_options}} and \code{\link{dir_options}}. \cr \cr - \code{topx}: must be a length-1 positive \code{integer} or - \code{integer}-conformable vector in \code{\link{select_most_ab_spp}}. - \cr \cr - \code{treatment}: must be \code{NULL} or \code{"control"} in - \code{\link{all_options}}, \code{\link{data_options}}, and - \code{\link{rodents_options}}. \cr \cr - \code{tree}: must be of class \code{dirtree} in - \code{\link{append_observed_to_cast}}, \code{\link{AutoArima}}, - \code{\link{base_path}}, \code{\link{clear_tmp}}, - \code{\link{covariates_options}}, \code{\link{create_tmp}}, - \code{\link{download_predictions}}, \code{\link{ESSS}}, - \code{\link{file_paths}}, \code{\link{main_path}}, - \code{\link{metadata_options}}, \code{\link{model_options}}, - \code{\link{model_paths}}, \code{\link{model_scripts}}, - \code{\link{moons_options}}, \code{\link{most_recent_cast}}, - \code{\link{most_recent_census}}, \code{\link{nbGARCH}}, - \code{\link{nbsGARCH}}, - \code{\link{pevGARCH}}, \code{\link{plot_cast_point}}, - \code{\link{plot_cast_point_yaxis}}, \code{\link{plot_cast_ts}}, - \code{\link{plot_cast_ts_xaxis}}, \code{\link{plot_cast_ts_ylab}}, - \code{\link{plot_cov_RMSE_mod_spp}}, - \code{\link{plot_err_lead_spp_mods}}, \code{\link{prep_weather_data}}, - \code{\link{read_all}}, \code{\link{read_cast}}, - \code{\link{read_casts}}, \code{\link{read_controls}}, - \code{\link{read_covariates}}, \code{\link{read_covariate_forecasts}}, - \code{\link{read_data}}, \code{\link{read_metadata}}, - \code{\link{read_moons}}, \code{\link{rodents_options}}, - \code{\link{select_most_ab_spp}}, \code{\link{sub_paths}}, and - \code{\link{verify_PortalData}}. \cr \cr - \code{verbose}: must be a length-1 \code{logical} vector in - \code{\link{cast_is_valid}}. \cr \cr - \code{version}: must be a length-1 \code{character} vector in - \code{\link{all_options}} and \code{\link{PortalData_options}}. \cr \cr - \code{with_census}: must be a length-1 \code{logical} vector in - \code{\link{most_recent_cast}} and \code{\link{plot_cast_point}}. - \cr \cr - \code{x}: must be a \code{data.frame} or \code{vector} in - \code{\link{na_conformer}} and must simply exist as an object that can - have a class attribute in \code{\link{classy}}. \cr \cr - \code{yr}: must be a length-1 \code{integer} or - \code{integer}-conformable value after 1970 in - \code{\link{all_options}}, \code{\link{covariates_options}}, - and \code{\link{data_options}}. \cr \cr -} diff --git a/man/check_to_skip.Rd b/man/check_to_skip.Rd deleted file mode 100644 index d09430ba7..000000000 --- a/man/check_to_skip.Rd +++ /dev/null @@ -1,18 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/portalcast.R -\name{check_to_skip} -\alias{check_to_skip} -\title{Check if the newmoon should be skipped during a set of hindcasts} -\usage{ -check_to_skip(options_cast) -} -\arguments{ -\item{options_cast}{Class-\code{cast_options} \code{list} containing the -hind- or forecasting options. See \code{\link{cast_options}}.} -} -\value{ -logical indicating if the cast should be skipped -} -\description{ -For hindcasts, skip newmoons with incomplete surveys. -} diff --git a/man/classy.Rd b/man/classy.Rd deleted file mode 100644 index cb80aeaa0..000000000 --- a/man/classy.Rd +++ /dev/null @@ -1,20 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/utilities.R -\name{classy} -\alias{classy} -\title{Set the class(es) of an object} -\usage{ -classy(x, class = NULL) -} -\arguments{ -\item{x}{The object to get the \code{class}(es).} - -\item{class}{The \code{class}(es) to apply to \code{x}.} -} -\value{ -\code{x} with class(es) of \code{class}. -} -\description{ -For inclusion in a simple pipeline, set the class of an object - and return it. -} diff --git a/man/cleanup_dir.Rd b/man/cleanup_dir.Rd deleted file mode 100644 index ad771e4bc..000000000 --- a/man/cleanup_dir.Rd +++ /dev/null @@ -1,26 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/directory.R -\name{cleanup_dir} -\alias{cleanup_dir} -\title{Remove the temporary files in PortalData and tmp} -\usage{ -cleanup_dir(options_all = all_options()) -} -\arguments{ -\item{options_all}{Class-\code{all_options} list containing all options -available for controlling the set up and population of the directory (see -\code{\link{all_options}}).} -} -\description{ -Remove content in specified (by \code{options_dir$to_cleanup}) - subdirectories and the subdirectories themselves. -} -\examples{ -\dontrun{ - -setup_dir() -portalcast() -cleanup_dir() -} - -} diff --git a/man/clear_tmp.Rd b/man/clear_tmp.Rd index a1ed4cb92..92e64c821 100644 --- a/man/clear_tmp.Rd +++ b/man/clear_tmp.Rd @@ -1,16 +1,44 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/portalcast.R +% Please edit documentation in R/utilities.R \name{clear_tmp} \alias{clear_tmp} -\title{Clear tmp subdirectory} +\title{Remove files from the tmp subdirectory} \usage{ -clear_tmp(tree = dirtree()) +clear_tmp(main = ".", quiet = FALSE, verbose = FALSE, + cleanup = TRUE, arg_checks = TRUE) } \arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator of whether or not to print out +all of the information or just tidy messages.} + +\item{cleanup}{\code{logical} indicator if any files put into the tmp +subdirectory should be removed at the end of the process.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} +} +\value{ +\code{NULL}, with the tmp subdirectory's files removed. } \description{ -Remove all of the files from the tmp subdirectory - specifically. +Clear the files from the tmp subdirectory. +} +\examples{ + \donttest{ + create_dir() + clear_tmp + } + } diff --git a/man/combine_forecasts.Rd b/man/combine_forecasts.Rd deleted file mode 100644 index bd72e3915..000000000 --- a/man/combine_forecasts.Rd +++ /dev/null @@ -1,20 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R -\name{combine_forecasts} -\alias{combine_forecasts} -\title{Combine forecasts and append them to existing files} -\usage{ -combine_forecasts(options_cast = cast_options()) -} -\arguments{ -\item{options_cast}{Class-\code{cast_options} \code{list} containing the -hind- or forecasting options. See \code{\link{cast_options}}.} -} -\value{ -\code{list} of [1] \code{"forecasts"} (the forecasted abundances) - and [2] \code{"all_model_aic"} (the model AIC values). -} -\description{ -Combine all new forecasts (from the tmp subdirectory) into - and append the results to the existing files. -} diff --git a/man/combine_hist_and_cast.Rd b/man/combine_hist_and_cast.Rd new file mode 100644 index 000000000..e85a5e851 --- /dev/null +++ b/man/combine_hist_and_cast.Rd @@ -0,0 +1,38 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utilities.R +\name{combine_hist_and_cast} +\alias{combine_hist_and_cast} +\title{Combine a historical table and a cast table} +\usage{ +combine_hist_and_cast(hist_tab = NULL, cast_tab = NULL, + winner = "hist", arg_checks = TRUE) +} +\arguments{ +\item{hist_tab, cast_tab}{A pair of \code{data.frame}s with the same columns +including a code{date} column of \code{Date}s, which is used to align +them.} + +\item{winner}{\code{character} value either {"hist"} or \code{"cast"} to +decide who wins any ties. In the typical portalcasting space, this is +kept at its default value throughout.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{data.frame} combining \code{hist_tab} and \code{cast_tab}. +} +\description{ +A simple utility for combining a table of historical data + and a table of cast data that might need to be assigned to either one + or the other. +} +\examples{ + hist_tab <- data.frame(date = Sys.Date(), x = 1:10) + cast_tab <- data.frame(date = Sys.Date(), x = 101:110) + combine_hist_and_cast(hist_tab, cast_tab, "hist") + combine_hist_and_cast(hist_tab, cast_tab, "cast") + +} diff --git a/man/compile_aic_weights.Rd b/man/compile_aic_weights.Rd deleted file mode 100644 index 9a965ea58..000000000 --- a/man/compile_aic_weights.Rd +++ /dev/null @@ -1,19 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R -\name{compile_aic_weights} -\alias{compile_aic_weights} -\title{Calculate model weights} -\usage{ -compile_aic_weights(pred_dir) -} -\arguments{ -\item{pred_dir}{\code{character} value of the path to the directory where -the saved model predictions reside.} -} -\value{ -\code{data.frame} of model weights. -} -\description{ -Calculate AIC-based weights across the models for the full - time series. -} diff --git a/man/covariate_models.Rd b/man/covariate_models.Rd index 2615c4dda..bc94926a5 100644 --- a/man/covariate_models.Rd +++ b/man/covariate_models.Rd @@ -1,18 +1,28 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/covariate_models.R +% Please edit documentation in R/prepare_models.R \name{covariate_models} \alias{covariate_models} \title{Create a covariate model list} \usage{ -covariate_models(mod_type = "pevGARCH") +covariate_models(model = "pevGARCH", arg_checks = TRUE) } \arguments{ -\item{mod_type}{\code{character} name for covariate models. Currently only +\item{model}{\code{character} name for covariate models. Currently only \code{"pevGARCH"} is supported.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} } \value{ -\code{list} of covariate model structures +\code{list} of covariate model structures. } \description{ -Convenience function for creating covariate model lists +Convenience function for creating covariate model + \code{list}s. +} +\examples{ + covariate_models() + } diff --git a/man/create_dir.Rd b/man/create_dir.Rd deleted file mode 100644 index 18efc375c..000000000 --- a/man/create_dir.Rd +++ /dev/null @@ -1,52 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/directory.R -\name{create_dir} -\alias{create_dir} -\alias{create_main_dir} -\alias{create_sub_dirs} -\alias{create_sub_dir} -\title{Create the structure of a portalcasting directory} -\usage{ -create_dir(options_dir = dir_options()) - -create_main_dir(options_dir = dir_options()) - -create_sub_dirs(options_dir = dir_options()) - -create_sub_dir(sub_path = NULL, quiet = FALSE) -} -\arguments{ -\item{options_dir}{Class-\code{dir_options} list containing all options -available for controlling the set up of the directory (see -\code{\link{dir_options}}).} - -\item{sub_path}{The normalized path of the specific subdirectory folder to -be created in the directory tree as a \code{character} value (see -\code{\link{normalizePath}}, \code{\link{sub_paths}}).} - -\item{quiet}{\code{logical} indicator if progress messages should be -quieted.} -} -\description{ -\code{create_dir}: Create a full portalcasting directory or - any missing components. - -\code{create_main_dir}: Create the main level of the - portalcasting directory. - -\code{create_sub_dirs}: Create the sub level folders of the - portalcasting directory. - -\code{create_sub_dir}: Create a specific subdirectory - folder if it does not already exist. -} -\examples{ -\dontrun{ - -create_dir() -create_main_dir() -create_sub_dirs() -create_sub_dir() -} - -} diff --git a/man/create_tmp.Rd b/man/create_tmp.Rd deleted file mode 100644 index 123d5065e..000000000 --- a/man/create_tmp.Rd +++ /dev/null @@ -1,15 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/portalcast.R -\name{create_tmp} -\alias{create_tmp} -\title{Create tmp subdirectory} -\usage{ -create_tmp(tree = dirtree()) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} -} -\description{ -Create the tmp subdirectory specifically. -} diff --git a/man/dataout.Rd b/man/dataout.Rd deleted file mode 100644 index 4929fc692..000000000 --- a/man/dataout.Rd +++ /dev/null @@ -1,23 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/utilities.R -\name{dataout} -\alias{dataout} -\title{Save data out to a file and return it} -\usage{ -dataout(df, options_out = moons_options()) -} -\arguments{ -\item{df}{\code{data.frame} table to be written out.} - -\item{options_out}{an options \code{list} that includes a save element and -a filename element, and potentially a class element.} -} -\value{ -df (as input) -} -\description{ -Save inputted data out to a data file if requested via an - options list (request is handled by the \code{save} element and the file - name to use is handled by the \code{filename} element) and return it - to the console. -} diff --git a/man/directory_config.Rd b/man/directory_config.Rd new file mode 100644 index 000000000..df3169c78 --- /dev/null +++ b/man/directory_config.Rd @@ -0,0 +1,60 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data_input_output.R +\name{directory_config} +\alias{directory_config} +\alias{write_directory_config} +\alias{update_directory_config} +\alias{read_directory_config} +\title{Create, update, and read the directory configuration file} +\usage{ +write_directory_config(main = ".", filename_config = "dir_config.yaml", + quiet = FALSE, arg_checks = TRUE) + +update_directory_config(main = ".", + filename_config = "dir_config.yaml", + downloads_versions = downloads_versions, quiet = FALSE, + arg_checks = TRUE) + +read_directory_config(main = ".", filename_config = "dir_config.yaml", + quiet = FALSE, arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{filename_config}{\code{character} value of the path to the directory +config YAML.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} + +\item{downloads_versions}{\code{character} vector returned from +\code{fill_raw} of the successfully downloaded versions of +\code{downloads}.} +} +\value{ +\code{write_directory_config} and \code{update_directory_config} + both write out the \code{dir_config.yaml} file and return \code{NULL}. + \cr \cr + \code{read_directory_config}: \code{list} of directory configurations. +} +\description{ +The directory configuration file is a special file within + the portalcasting directory setup and has its own set of functions. + \cr \cr + \code{write_directory_config} creates the \code{dir_config.yaml} file. + It is (and should only be) called from within \code{\link{create_dir}}, + it captures information about the compute environment used to create + the directory. \cr \cr + \code{update_directory_config} adds key components to the + \code{dir_config.yaml} file; presently only adding the versions of the + downloaded data from within \code{\link{fill_raw}} (the only place it is + and should be called from. \cr \cr + \code{read_directory_config} reads contents of the \code{dir_config.yaml} + file into the R session. +} diff --git a/man/directory_creation.Rd b/man/directory_creation.Rd new file mode 100644 index 000000000..e666c98dc --- /dev/null +++ b/man/directory_creation.Rd @@ -0,0 +1,72 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/create_dir.R +\name{directory_creation} +\alias{directory_creation} +\alias{create_dir} +\alias{create_main} +\alias{create_subs} +\title{Create the structure of a forecasting directory} +\usage{ +create_dir(main = ".", filename_config = "dir_config.yaml", + quiet = FALSE, verbose = FALSE, arg_checks = TRUE) + +create_main(main = ".", quiet = FALSE, verbose = FALSE, + arg_checks = TRUE) + +create_subs(main = ".", quiet = FALSE, verbose = FALSE, + arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree. Default value (\code{"."}) puts the forecasting +directory in the present locations. Nesting the forecasting directory +in a folder can be done by simply adding to the \code{main} input (see +\code{Examples}).} + +\item{filename_config}{\code{character} value of the path to the directory +config YAML.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator of whether or not to print out +all of the information or just tidy messages.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +All \code{create_} functions return \code{NULL}. +} +\description{ +This suite of functions creates the necessary folder structure + for a forecasting directory as well as a YAML file that tracks the + setup configurations. At each level of the hierarchy, the more + basal folders are required to be present (verified using + \code{\link{verify}}) and the relevant folders at that level are created + if not present (using \code{\link{create}}). \cr \cr + \code{create_dir} creates a full directory or any missing parts + and writes the configuration file at \code{filename_config} using + \code{\link{write_directory_config}}. \cr \cr + \code{create_main} creates the main folder of the directory.\cr \cr + \code{create_subs} creates the sub folders of the directory + (\code{tmp}, \code{raw}, \code{data}, \code{models}, and \code{casts}). +} +\details{ +Folder paths are created internally using + \code{\link{main_path}} and \code{\link{sub_path}}, such that the user + only needs to input the main folder's standard \code{main} name input. \cr + The subdirectories are presently hardcoded. +} +\examples{ + \donttest{ + create_dir() + create_dir(main = "./main_folder") + create_dir(main = ".\\\\main_folder") + create_main() + create_subs() + } + +} diff --git a/man/dirtree.Rd b/man/dirtree.Rd deleted file mode 100644 index ef2b3d956..000000000 --- a/man/dirtree.Rd +++ /dev/null @@ -1,39 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/paths.R -\name{dirtree} -\alias{dirtree} -\title{Define the names of the directory tree for a forecasting directory} -\usage{ -dirtree(base = ".", main = "", subs = subdirs()) -} -\arguments{ -\item{base}{\code{character} name of the base folder where the directory -should or does exist. Default \code{"."} (working directory).} - -\item{main}{\code{character} name of the main folder within the base that -contains the subdirectories. Default \code{""} (no main level included).} - -\item{subs}{\code{character} vector naming the specific subdirectories -within the portalcasting directory tree. Default \code{subdirs()} sets -the subdirectories as \code{"predictions"}, \code{"models"}, -\code{"PortalData"}, \code{"data"}, and \code{"tmp"}. It is generally -not advised to change the subdirectories.} -} -\value{ -Class-\code{dirtree} named list (elements: \code{base}, - \code{main}, and \code{subs}) representing the directory tree. -} -\description{ -A cross-platform, tidy way to pass the full tree structure - for a portalcasting directory through the codebase. Default setup (for - using in Portal Predictions) is with the tree based in the working - directory and no additional "main" level (so the subdirectories are - located within the working directory). -} -\examples{ -\dontrun{ - -dirtree() -} - -} diff --git a/man/download.Rd b/man/download.Rd new file mode 100644 index 000000000..d9643596b --- /dev/null +++ b/man/download.Rd @@ -0,0 +1,135 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/download.R +\name{download} +\alias{download} +\alias{unzip_download} +\alias{unzip_destins} +\alias{download_message} +\alias{download_url} +\alias{download_destin} +\title{Download raw components of a portalcasting directory} +\usage{ +download(name = NULL, type = NULL, url = NULL, + concept_rec_id = NULL, rec_version = "latest", rec_id = NULL, + sep_char = ".", return_version = TRUE, main = ".", sub = "raw", + quiet = FALSE, verbose = FALSE, cleanup = TRUE, NULLname = FALSE, + arg_checks = TRUE) + +unzip_download(name = NULL, zip_destin, main = ".", cleanup = TRUE, + arg_checks = TRUE) + +unzip_destins(name = NULL, zip_destin, main = ".", arg_checks = TRUE) + +download_message(name = NULL, type = NULL, url = NULL, + rec_version = NULL, quiet = FALSE, verbose = FALSE, + arg_checks = TRUE) + +download_url(type = NULL, url = NULL, concept_rec_id = NULL, + rec_version = "latest", rec_id = NULL, arg_checks = TRUE) + +download_destin(name = NULL, source_url, main = ".", sub = "raw", + sep_char = ".", arg_checks = TRUE) +} +\arguments{ +\item{name}{\code{character} value of the component's name, used to create +the folder within the raw subdirectory. If left as \code{NULL}, +\code{\link{name_from_url}} tries to obtain a name from the URL, +unless \code{NULLname} is set to \code{TRUE}.} + +\item{type}{\code{character} value representing the type of input. +Allowable types currently include a raw URL (\code{type = "url"}), which +requires a non-\code{NULL} input for \code{url}, and from Zenodo +(\code{type = "zenodo"}), which requires non-\code{NULL} input for either +the concept record identifier (\code{concept_rec_id}) and +version (\code{rec_version}) or record identifier (\code{rec_id}) +(\strong{if \code{rec_id} is used, it overrides +\code{concept_rec_id}.}) \cr \cr} + +\item{url}{\code{character} value of the URL to be used if +\code{type = "url"}.} + +\item{concept_rec_id}{Concept record identifier, a \code{character} value +corresponding to the Zenodo concept, used when \code{type = "zenodo"}.} + +\item{rec_version}{\code{character} value of the version number or +\code{"latest"} (default) for the data to be download. +Used when \code{type = "zenodo"}.} + +\item{rec_id}{Optional input record identifier, a \code{character} value +corresponding to the Zenodo record. Used when \code{type = "zenodo"}.} + +\item{sep_char}{\code{character} value of the separator that delineates +the extension from the file path. Generally, this will be \code{"."}, +but for some API URLs, the extension is actually a query component, +so the separator may sometimes need to be \code{"="}.} + +\item{return_version}{\code{logical} indicator of whether or not to +return the version name from the download URL.} + +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{sub}{\code{character} of the name of the subdirectory to +download to.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator of whether or not to print out +all of the information or not (and thus just the tidy messages).} + +\item{cleanup}{\code{logical} indicator if any files put into the tmp +subdirectory should be removed at the end of the process.} + +\item{NULLname}{\code{logical} indicator if \code{name} should be kept as +\code{NULL}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} + +\item{zip_destin}{\code{character} value of the destination of the +download of the zip, which is to be unzipped.} + +\item{source_url}{\code{character} value of the URL from which the download +should occur} +} +\value{ +\code{download}: \code{character} of the name-version of the + downloads if \code{return_version = TRUE}. +} +\description{ +This suite of functions manages the downloading and (if + needed) unzipping of raw files associated with the directory. \cr \cr + \code{download} downloads a file from a from a website into the + directory, unzipping and cleaning up as needed. \cr \cr + \code{download_message} creates a customized download message. \cr \cr + \code{download_url} prepares the URL from the inputs, depending on the + download type (see \code{Details}). \cr \cr + \code{download_destin} determines the download destination. \cr \cr + \code{unzip_download} unzips any compressed downloads. \cr \cr + \code{unzip_destins} determines the unzipping destinations for any + compressed downloads. +} +\details{ +If \code{type = NULL}, it is assumed to be a URL (\emph{i.e.}, + \code{type = "url"}). +} +\examples{ + \donttest{ + create_dir() + download("PortalData", "zenodo", concept_rec_id = "1215988") + source_url <- download_url(type = "zenodo", concept_rec_id = "1215988") + destin <- download_destin(name = "PortalData", source_url = source_url) + download_message(type = "zenodo", source_url, rec_version = "latest") + download.file(source_url, destin, mode = "wb") + unzip_destins("PortalData", destin) + unzip_download("PortalData", destin) + } + +} diff --git a/man/download_climate_casts.Rd b/man/download_climate_casts.Rd new file mode 100644 index 000000000..ca473a300 --- /dev/null +++ b/man/download_climate_casts.Rd @@ -0,0 +1,98 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/cast_covariates.R +\name{download_climate_casts} +\alias{download_climate_casts} +\alias{climate_dl_control} +\alias{read_climate_casts} +\title{Download and read covariate casts (presently only the NMME)} +\usage{ +download_climate_casts(main = ".", + control_climate_dl = climate_dl_control(), quiet = TRUE, + verbose = FALSE, arg_checks = TRUE) + +climate_dl_control(start = Sys.Date(), end = as.Date("2050-01-01"), + model = "ENSMEAN", lat = 31.9555, lon = -109.0744, + freq = "daily", data = c(mintemp = "tasmin", meantemp = "tasmean", + maxtemp = "tasmax", precipitation = "pr"), arg_checks = TRUE) + +read_climate_casts(main = ".", + control_climate_dl = climate_dl_control(), arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{control_climate_dl}{\code{list} of specifications for the download, +which are sent to \code{\link{NMME_urls}} to create the specific URLs.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator if detailed messages should be +shown.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} + +\item{start, end}{\code{Date} for the start and end of the cast.} + +\item{model}{\code{character} value of the model, one of \code{"ENSMEAN"}, +(Multi-Model Mean), \code{"CMC1"} (CMC1-CanCM3), \code{"CMC2"} +(CMC2-CanCM4), \code{"CFCSv2"} (NCEP-CFSv2), \code{"GFDL"} (GFDL-CM2.1), +\code{"GFDL-FLOR"} (GFDL-FLOR), or \code{"NCAR"} (NCAR-CCSM4). \cr \cr +Presently can only take one value.} + +\item{lat, lon}{\code{numeric} latitude and longitude values used to +downscale the model. \cr \cr +Presently can only take one value for each.} + +\item{freq}{\code{character} value of the frequency of the data, can +be \code{"daily"} or \code{"XmonthAverage"}, where \code{"X"} is a +number between \code{1} and \code{7}. \cr \cr +Presently can only take one value.} + +\item{data}{\code{character} value of the type of data, one of +\code{"tasmin"} (minimum temperature), \code{"tasmean"} +(mean temperature), \code{"tasmax"} (maximum temperature), \code{"pr"} +(precipitation), \code{"dps"} (dew point), \code{"rsds"} +(shortwave radiation; sun intensity), \code{"was"} (wind speed).} +} +\value{ +Named \code{character} vector of URLs, or \code{NULL} if + \code{data}, \code{freq}, or \code{model} is \code{NULL}. + +\code{download_climate_casts}: downloads the files and returns a + \code{character} vector of URLs where the downloads came from, + as generated by \code{\link{NMME_urls}}. \cr \cr + \code{read_climate_casts}: \code{data.frame} of the downloaded data + formatted for casting. \cr \cr + \code{climate_dl_control}: a \code{list} of control arguments to pass + to \code{\link{NMME_urls}} to generate the URLs for downloading. +} +\description{ +Given the details specified in \code{control_cdl}, download + climate forecasts from the + \href{https://bit.ly/2MifqjM}{Northwest Knowledge Network}'s (NKN) + \href{https://bit.ly/2tCP8NX}{simple API} to the + \href{https://bit.ly/2Mdv8gd}{North American Multi-Model Ensemble} (NMME) + and them ready for analyses. \cr \cr + \code{download_climate_casts}: downloads the files from the server. + \cr \cr + \code{read_climate_casts}: reads the downloaded files into R and does + some minimal tidying: makes sure \code{-9999}s become \code{NA}s, + makes sure the \code{date} column is named as such and is actually a + \code{Date}, and converts the temperatures to C and the precipitation + to mm. \cr \cr + \code{climate_dl_control}: manages the control list for the URL generation + via \code{\link{NMME_urls}}. +} +\examples{ + \donttest{ + setup_dir() + download_climate_casts() + read_climate_casts() + } + +} diff --git a/man/download_predictions.Rd b/man/download_predictions.Rd deleted file mode 100644 index e37393be5..000000000 --- a/man/download_predictions.Rd +++ /dev/null @@ -1,32 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_predictions.R -\name{download_predictions} -\alias{download_predictions} -\title{Download the predictions files from the Portal Predictions repo} -\usage{ -download_predictions(tree = dirtree(), download = TRUE, - quiet = FALSE) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} - -\item{download}{\code{logical} indicator of whether the download should -actually happen. Should be \code{TRUE} except for testing purposes.} - -\item{quiet}{\code{logical} indicator of whether the download messages -are returned to the console.} -} -\description{ -Download the files into the predictions subdirectory in the - the portalcasting directory tree from the - \href{https://bit.ly/2IFuPd7}{main repository}. -} -\examples{ -\dontrun{ - -setup_dir() -download_predictions() -} - -} diff --git a/man/enforce_rodents_options.Rd b/man/enforce_rodents_options.Rd deleted file mode 100644 index 4e55e1869..000000000 --- a/man/enforce_rodents_options.Rd +++ /dev/null @@ -1,42 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_rodents.R -\name{enforce_rodents_options} -\alias{enforce_rodents_options} -\title{Enforce the specific options for a given rodent data type} -\usage{ -enforce_rodents_options(options_rodents = rodents_options(), - tmnt_type = NULL) -} -\arguments{ -\item{options_rodents}{Class-\code{rodents_options} \code{list} of -settings controlling the rodents data creation. See -\code{\link{rodents_options}}.} - -\item{tmnt_type}{\code{character}-value representation of treatment type -(\code{"all"} or \code{"controls"}) used to enforce certain elements of -the \code{options_rodents} \code{list}. Alternatively, use \code{NULL} -to not change the options at all.} -} -\value{ -Updated \code{options_rodents} input, still a class- - \code{rodents_options} \code{list}. -} -\description{ -Enforce a list of control options for the rodent data - (\code{rodents_options}, see \code{\link{rodents_options}}) based on - the requested data type. Specifically, the \code{tmnt_type}, - \code{level}, \code{length}, \code{plots}, \code{output}, - \code{treatment}, and \code{filename} elements are set by the selection. -} -\details{ -If \code{tmnt_type = "all"}, the elements are \code{tmnt_type} as - \code{"all"}, \code{level} as \code{"Site"}, \code{length} as - \code{"all"}, \code{plots} as \code{"all"}, \code{output} as - \code{"abundance"}, \code{treatment} as \code{NULL}, and \code{filename} - as \code{"all.csv"}. \cr \cr - If \code{tmnt_type = "controls"}, the elements are \code{tmnt_type} as - \code{"controls"}, \code{level} as \code{"Treatment"}, \code{length} as - \code{"Longterm"}, \code{plots} as \code{"Longterm"}, \code{output} as - \code{"abundance"}, \code{treatment} as \code{controls}, and - \code{filename} as \code{"controls.csv"}, -} diff --git a/man/error_if_deep.Rd b/man/error_if_deep.Rd new file mode 100644 index 000000000..a09269962 --- /dev/null +++ b/man/error_if_deep.Rd @@ -0,0 +1,30 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utilities.R +\name{error_if_deep} +\alias{error_if_deep} +\title{Error if a function's request is deeper than can be handled} +\usage{ +error_if_deep(lev) +} +\arguments{ +\item{lev}{The number of frames back in the stack where the request needs +to be able to be evaluated.} +} +\value{ +Throws an error if the function is called in a place where it + cannot operate and returns \code{NULL} otherwise. +} +\description{ +Produces an informative error message when a function + that should only be called inside of other functions is called outside + of a function (hence the request to the function is too deep for + what it can handle). +} +\examples{ + \dontrun{ + # will error: + # error_if_deep(-10) + } + error_if_deep(0) + +} diff --git a/man/esss.Rd b/man/esss.Rd deleted file mode 100644 index 29ce1bd2d..000000000 --- a/man/esss.Rd +++ /dev/null @@ -1,46 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/ESSS.R -\name{ESSS} -\alias{ESSS} -\title{Exponential Smoothing State Space model for Portal Predictions} -\usage{ -ESSS(tree = dirtree(), level = "All", quiet = FALSE) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} - -\item{level}{\code{character} value name of the type of plots included -(\code{"All"} or \code{"Controls"}).} - -\item{quiet}{\code{logical} value indicating if the function should be -quiet.} -} -\value{ -\code{list} of [1] \code{"forecast"} (the forecasted abundances) - and [2] \code{"all_model_aic"} (the model AIC values). -} -\description{ -Fit an ESSS model in the portalcasting pipeline. -} -\details{ -Model "ESSS" is a flexible exponential smoothing state space - model with the possibility of multiplicative trends fit using - \code{\link[forecast]{ets}} in the - \href{http://pkg.robjhyndman.com/forecast/}{\code{forecast} package} - (Hyndman \emph{et al}. 2018). -} -\examples{ -\dontrun{ - -setup_dir() -ESSS() -} - -} -\references{ -Hyndman R., Bergmeir C., Caceres G., Chhay L., O'Hara-Wild M., Petropoulos - F., Razbash S., Wang E., and Yasmeen F. 2018. forecast: Forecasting - functions for time series and linear models. - \href{http://pkg.robjhyndman.com/forecast}{R package version 8.3}. -} diff --git a/man/fcast0.Rd b/man/fcast0.Rd deleted file mode 100644 index 4e1eb9ee5..000000000 --- a/man/fcast0.Rd +++ /dev/null @@ -1,23 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/utilities.R -\name{fcast0} -\alias{fcast0} -\title{Zero-abundance forecast} -\usage{ -fcast0(nfcnm, colname = "pred") -} -\arguments{ -\item{nfcnm}{\code{integer} number of forecast newmoons.} - -\item{colname}{\code{character} name for the predictor column (to match -variable model output names).} -} -\value{ -Two-element \code{list} of means and interval values for a - 0-abundance forecast to be used as a filler when a model fails or there - is no non-0 historical abundance. -} -\description{ -Create a 0-abundance forecast for fill-in usage when a model - fails or there is no non-0 historical abundance. -} diff --git a/man/figures/portalcasting.png b/man/figures/portalcasting.png new file mode 100644 index 000000000..ec3b4aead Binary files /dev/null and b/man/figures/portalcasting.png differ diff --git a/man/file_ext.Rd b/man/file_ext.Rd new file mode 100644 index 000000000..016a2f2ed --- /dev/null +++ b/man/file_ext.Rd @@ -0,0 +1,46 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/paths.R +\name{file_ext} +\alias{file_ext} +\alias{path_no_ext} +\title{Determine a file's extension or remove the extension from the + file path} +\usage{ +file_ext(path, sep_char = ".", arg_checks = TRUE) + +path_no_ext(path, sep_char = ".", arg_checks = TRUE) +} +\arguments{ +\item{path}{\code{character} value of the file path possibly with an +extension.} + +\item{sep_char}{\code{character} value of the separator that delineates +the extension from the file path. Generally, this will be \code{"."}, +but for some API URLs, the extension is actually a query component, +so the separator may sometimes need to be \code{"="}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} +} +\value{ +\code{character} value of the extension (\code{file_ext}) or the + path without the extension (\code{path_no_ext}. +} +\description{ +Based on the separating character, \code{file_ext} determines + the file extension and \code{path_no_ext} determines the file path without + the extension. +} +\examples{ + file_ext("home/folders.with.dots/stuff/ok.csv") + path_no_ext("home/folders.with.dots/stuff/ok.csv") + file_ext(NMME_urls()[[1]]) + file_ext(NMME_urls()[[1]], "=") + +} diff --git a/man/file_paths.Rd b/man/file_paths.Rd deleted file mode 100644 index 6e2cf7cd4..000000000 --- a/man/file_paths.Rd +++ /dev/null @@ -1,30 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/paths.R -\name{file_paths} -\alias{file_paths} -\title{Determine the path for a file or files in the forecasting directory} -\usage{ -file_paths(tree = dirtree(), local_paths = NULL) -} -\arguments{ -\item{tree}{\code{dirtree}-class list.} - -\item{local_paths}{\code{character} file path(s) within the \code{main} -level of the portalcasting directory.} -} -\value{ -The normalized path(s) of the specified file(s) (see - \code{\link{normalizePath}}). -} -\description{ -Return the normalized path for a specific file or files - within the directory. -} -\examples{ -\dontrun{ - -setup_dir() -file_paths(local_paths = "PortalData/Rodents/Portal_rodent_species.csv") -} - -} diff --git a/man/files_control.Rd b/man/files_control.Rd new file mode 100644 index 000000000..f72d43094 --- /dev/null +++ b/man/files_control.Rd @@ -0,0 +1,67 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/paths.R +\name{files_control} +\alias{files_control} +\title{Create a control list for files} +\usage{ +files_control(directory = "portalPredictions", raw_data = "PortalData", + filename_moons = "moon_dates.csv", + filename_config = "dir_config.yaml", filename_cov = "covariates.csv", + filename_cov_casts = "covariate_casts.csv", + filename_meta = "metadata.yaml", save = TRUE, overwrite = TRUE, + cleanup = TRUE, source_name = "current_archive", + append_cast_csv = TRUE, arg_checks = TRUE) +} +\arguments{ +\item{directory}{\code{character} value of the directory name.} + +\item{raw_data}{\code{character} value indicating the name of the raw +data directory. A standard portalcasting directory downloads the raw data +files into from the PortalData repository, so +\code{raw_data = "PortalData"}.} + +\item{filename_moons}{\code{character} name of the file for saving the +moons data.} + +\item{filename_config}{\code{character} filename of the directory +configuration YAML.} + +\item{filename_cov}{\code{character} filename for saving the output.} + +\item{filename_cov_casts}{\code{character} filename for saving the +covariate casts output.} + +\item{filename_meta}{\code{character} filename for saving the metadata.} + +\item{save}{\code{logical} indicator controlling if the output should +be saved out.} + +\item{overwrite}{\code{logical} indicator of whether or not the existing +files should be updated (most users should leave as \code{TRUE}).} + +\item{cleanup}{\code{logical} indicator of whether or not the tmp files +should be cleaned up.} + +\item{source_name}{\code{character} value for the name to give the +covariate forecast. Currently is \code{"current_archive"}. Previous to +\code{"current_archive"}, the data were retroactively filled in and are +given the source name \code{"retroactive"}.} + +\item{append_cast_csv}{\code{logical} indicator controlling if the new +cast covariates should be appended to the historical casts later use.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +Named \code{list} of names of the folders and files within the + directory structure as well as saving strategies (directly as input). +} +\description{ +Most users will not want or need to change data file and + folder names or saving conditions, but it is helpful to have them be + flexible for certain circumstances, and this function gathers them into a + list for higher-in-the-pipeline functions. +} diff --git a/man/fill_casts_message.Rd b/man/fill_casts_message.Rd new file mode 100644 index 000000000..03a3f6424 --- /dev/null +++ b/man/fill_casts_message.Rd @@ -0,0 +1,40 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/messaging.R +\name{fill_casts_message} +\alias{fill_casts_message} +\title{Create the final message for filling casts} +\usage{ +fill_casts_message(files = NULL, movedTF = NULL, quiet = FALSE, + verbose = FALSE, arg_checks = TRUE) +} +\arguments{ +\item{files}{\code{character} vector of the base file names of the files +that may or may not have been moved.} + +\item{movedTF}{\code{logical} vector indicating if each of the files in +\code{files} has been moved or not.} + +\item{quiet}{\code{logical} indicator if messages should be quieted.} + +\item{verbose}{\code{logical} indicator of whether or not to print out +all of the files and whether they were moved or not.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +A message is given, and \code{NULL} returned. +} +\description{ +Create the final message to be used in + \code{\link{fill_casts}} that relays the number, and optionally the + specific names, of the files moved. +} +\examples{ + fill_casts_message("xx.csv", TRUE) + fill_casts_message(c("xx.csv", "yy.R"), c(TRUE, FALSE), + verbose = TRUE) + +} diff --git a/man/fill_dir.Rd b/man/fill_dir.Rd deleted file mode 100644 index 9db202ccf..000000000 --- a/man/fill_dir.Rd +++ /dev/null @@ -1,74 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/directory.R -\name{fill_dir} -\alias{fill_dir} -\alias{fill_PortalData} -\alias{fill_data} -\alias{fill_predictions} -\alias{fill_models} -\title{Populate the components of a portalcasting directory} -\usage{ -fill_dir(options_all = all_options()) - -fill_PortalData(options_PortalData = PortalData_options()) - -fill_data(options_data = data_options()) - -fill_predictions(options_predictions = predictions_options()) - -fill_models(options_models = models_options()) -} -\arguments{ -\item{options_all}{Class-\code{all_options} list containing all options -available for controlling the set up and population of the directory (see -\code{\link{all_options}}).} - -\item{options_PortalData}{Class-\code{PortalData_options} list containing -available for controlling the set up and population of the PortalData -folder in the portalcasting directory (see -\code{\link{PortalData_options}}).} - -\item{options_data}{Class-\code{data_options} list containing available -for controlling the set up and population of the data folder in the -portalcasting directory (see \code{\link{data_options}}).} - -\item{options_predictions}{Class-\code{predictions_options} list containing -available for controlling the set up and population of the predictions -folder in the portalcasting directory (see -\code{\link{predictions_options}}).} - -\item{options_models}{Class-\code{models_options} list containing -available for controlling the set up and population of the models -folder in the portalcasting directory (see -\code{\link{models_options}}).} -} -\description{ -\code{fill_dir}: Populate the files of an existing - portalcasting directory structure in full. (Future flexibility will - allow for selective population of components.) - -\code{fill_portalData}: Populate the components of the - PortalData folder. - -\code{fill_data}: Populate the for-use data folder in the - portalcasting directory, including the historical covariates, trapping - table, moons, rodents, covariates, and metadata files. - -\code{fill_predictions}: Populate the predictions folder with - existing predictions housed on the main portalPredictions repo site. - -\code{fill_models}: Populate the model folder with specified - model scripts to be run. -} -\examples{ -\dontrun{ - -create_dir() -fill_dir() -fill_PortalData() -fill_data() -fill_predictions() -fill_models() -} - -} diff --git a/man/fill_directory.Rd b/man/fill_directory.Rd new file mode 100644 index 000000000..14624c465 --- /dev/null +++ b/man/fill_directory.Rd @@ -0,0 +1,138 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/fill_dir.R +\name{fill_directory} +\alias{fill_directory} +\alias{fill_dir} +\alias{fill_data} +\alias{fill_models} +\alias{fill_casts} +\alias{fill_raw} +\title{Fill a forecasting directory with basic components.} +\usage{ +fill_dir(main = ".", models = prefab_models(), end_moon = NULL, + start_moon = 217, lead_time = 12, confidence_level = 0.95, + cast_date = Sys.Date(), controls_model = NULL, + controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = zenodo_downloads(c("1215988", "833438")), quiet = FALSE, + verbose = FALSE, arg_checks = TRUE) + +fill_data(main = ".", models = prefab_models(), end_moon = NULL, + start_moon = 217, lead_time = 12, confidence_level = 0.95, + cast_date = Sys.Date(), controls_model = NULL, + controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = zenodo_downloads(c("1215988", "833438")), quiet = FALSE, + verbose = FALSE, arg_checks = TRUE) + +fill_models(main = ".", models = prefab_models(), + controls_model = NULL, control_files = files_control(), + quiet = FALSE, verbose = FALSE, arg_checks = TRUE) + +fill_casts(main = ".", control_files = files_control(), + quiet = FALSE, verbose = FALSE, arg_checks = TRUE) + +fill_raw(main = ".", downloads = zenodo_downloads(c("1215988", + "833438")), control_files = files_control(), quiet = FALSE, + arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{models}{\code{character} vector of name(s) of model(s) to +include.} + +\item{end_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the last sample to be included. Default value is \code{NULL}, which +equates to the most recently included sample.} + +\item{start_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the first sample to be included. Default value is \code{217}, +corresponding to \code{1995-01-01}.} + +\item{lead_time}{\code{integer} (or integer \code{numeric}) value for the +number of timesteps forward a cast will cover.} + +\item{confidence_level}{\code{numeric} confidence level used in +summarizing model output. Must be between \code{0} and \code{1}.} + +\item{cast_date}{\code{Date} from which future is defined (the origin of +the cast). In the recurring forecasting, is set to today's date +using \code{\link{Sys.Date}}.} + +\item{controls_model}{Additional controls for models not in the prefab +set. \cr +A \code{list} of a single model's script-writing controls or a +\code{list} of \code{list}s, each of which is a single model's +script-writing controls. \cr +Presently, each model's script writing controls +should include three elements: \code{name} (a \code{character} value of +the model name), \code{covariates} (a \code{logical} indicator of if the +model needs covariates), and \code{lag} (an \code{integer}-conformable +value of the lag to use with the covariates or \code{NA} if +\code{covariates = FALSE}). \cr +If only a single model is added, the name of +the model from the element \code{name} will be used to name the model's +\code{list} in the larger \code{list}. If multiple models are added, each +element \code{list} must be named according to the model and the +\code{name} element. \cr} + +\item{controls_rodents}{Control \code{list} or \code{list} of \code{list}s +(from \code{\link{rodents_controls}}) specifying the structuring of the +rodents tables. See \code{\link{rodents_controls}} for details.} + +\item{control_climate_dl}{\code{list} of specifications for the download, +which are sent to \code{\link{NMME_urls}} to create the specific URLs. See +\code{\link{climate_dl_control}}.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{downloads}{\code{list} of arguments to pass to \code{\link{download}} +for raw file downloading.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator of whether or not to print out +all of the information or not (and thus just the tidy messages).} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +All \code{fill_} functions return \code{NULL}. +} +\description{ +Fill the directory with foundational components. \cr \cr + \code{fill_dir} combines \code{fill_raw}, \code{fill_casts}, + \code{fill_models}, and \code{fill_data}. + \code{fill_raw} downloads the raw data and archive and updates the + directory configuration metadata accordingly. \cr \cr + \code{fill_casts} moves the historic casts from the archive into the + current directory. \cr \cr + \code{fill_models} writes out the model scripts to the models + subdirectory. \cr \cr + \code{fill_data} prepares model-ready data from the raw data. +} +\details{ +Arguments input directly here take precedence over those in the + \code{downloads} \code{list}. +} +\examples{ + \donttest{ + create_dir() + fill_dir() + fill_raw() + fill_casts() + fill_models() + fill_data() + } + +} diff --git a/man/forecast_covariates.Rd b/man/forecast_covariates.Rd deleted file mode 100644 index 79cacebe1..000000000 --- a/man/forecast_covariates.Rd +++ /dev/null @@ -1,56 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/forecast_covariates.R -\name{forecast_covariates} -\alias{forecast_covariates} -\alias{forecast_ndvi} -\alias{forecast_weather} -\title{Forecast covariates for forecasting or hindcasting} -\usage{ -forecast_covariates(covariates, moons, - options_covariates = covariates_options()) - -forecast_ndvi(covariates, moons, options_covariates) - -forecast_weather(moons = prep_moons(), - options_covariates = covariates_options()) -} -\arguments{ -\item{covariates}{Class-\code{covariates} \code{data.frame} of -historical covariate data generated by -\code{\link{prep_hist_covariates}}.} - -\item{moons}{Class-\code{moons} \code{data.frame} containing the historic -and future newmoons, as produced by \code{\link{prep_moons}}. For input -into \code{forecast_weather} and \code{forecast_ndvi}, \code{moons} -should be trimmed by \code{\link{trim_moons_fcast}}.} - -\item{options_covariates}{Class-\code{covariates_options} list of -options for the covariate data. See \code{\link{covariates_options}}.} -} -\value{ -\code{forecast_covariates}: \code{data.frame} with needed - forecasted covariates. - -\code{forecast_ndvi}: \code{data.frame} of needed forecasted NDVI - values. - -\code{forecast_weather}: \code{data.frame} of needed forecasted - temperature and precipitation values. -} -\description{ -\code{forecast_covariates}: Forecast covariates (NDVI and - weather) based on the forecast type (\code{"forecast"} or - \code{"hindcast"}) as indicated by \code{options_covariates$cast_type}. - -\code{forecast_ndvi}: Wraps around - \code{\link[portalr]{fcast_ndvi}} to forecast specific NDVI values - as requested by a portalcasting directory based on existing NDVI values - (from \code{covariates}) and \code{moons} data, and controlled by - \code{options_covariates} (see \code{\link{covariates_options}}). - -\code{forecast_weather}: Wraps around - \code{\link{get_climate_forecasts}} to forecast weather covariates - (min, max, and mean of temperatures and total precipitation for each - newmoon) as requested by a portalcasting directory and controlled through - \code{options_covariates} (see \code{\link{covariates_options}}). -} diff --git a/man/format_moons.Rd b/man/format_moons.Rd deleted file mode 100644 index 2d6d6640f..000000000 --- a/man/format_moons.Rd +++ /dev/null @@ -1,19 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_moons.R -\name{format_moons} -\alias{format_moons} -\title{Format the moon data} -\usage{ -format_moons(moons) -} -\arguments{ -\item{moons}{Moons data table as a code{moons}-class \code{data.frame}.} -} -\value{ -Moons data table as a code{moons}-class \code{data.frame} with - force-formatted columns. -} -\description{ -Enforce the \code{year} and \code{month} columns and encode - \code{newmoondate} as a \code{\link{Date}}. -} diff --git a/man/foy.Rd b/man/foy.Rd index 76d0d44bc..c575d42d5 100644 --- a/man/foy.Rd +++ b/man/foy.Rd @@ -1,14 +1,23 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_data.R +% Please edit documentation in R/utilities.R \name{foy} \alias{foy} \title{Calculate the fraction of the year from a date} \usage{ -foy(dates) +foy(dates = NULL, arg_checks = TRUE) } \arguments{ \item{dates}{\code{Date}(s) or \code{Date}-conformable value(s) to be converted to the fraction of the year.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} } \value{ \code{numeric} value(s) of the fraction of the year. @@ -18,3 +27,7 @@ Based on the year in which the date occurred, determine the fraction of the year (foy) for the date (in relation to New Year's Eve in that year). } +\examples{ + foy(Sys.Date()) + +} diff --git a/man/get_climate_forecasts.Rd b/man/get_climate_forecasts.Rd deleted file mode 100644 index fbfecb16b..000000000 --- a/man/get_climate_forecasts.Rd +++ /dev/null @@ -1,31 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/forecast_covariates.R -\name{get_climate_forecasts} -\alias{get_climate_forecasts} -\title{Download downscaled weather forecasts for Portal} -\usage{ -get_climate_forecasts(moons = prep_moons(), - options_covariates = covariates_options()) -} -\arguments{ -\item{moons}{Class-\code{moons} type of a \code{data.frame} containing the -moons and date data. See \code{\link{prep_moons}}.} - -\item{options_covariates}{Class-\code{covariates_options} options -\code{list}. See \code{\link{covariates_options}}.} -} -\value{ -Class-\code{climate_forecast} \code{data.frame} with columns - of \code{newmoonnumber}, \code{mintemp}, \code{maxtemp}, \code{meantemp}, - and \code{precipitation}. Temperatures are in C, precipitation is in mm. -} -\description{ -Lunar cycle-based climate forecasts obtained from - \href{https://bit.ly/2tCP8NX}{Northwest Knowledge - Network (NKN) at the University of Idaho} - and downscaled to Portal, AZ (31.9555, -109.0744). The downscaled - forecasts are based on the - \href{http://www.cpc.ncep.noaa.gov/products/NMME/}{North American - Multi-Model Ensemble}, and specifically the ENSMEAN (ensemble mean) - model. -} diff --git a/man/interpolate_abundance.Rd b/man/interpolate_abundance.Rd deleted file mode 100644 index 4be30e36d..000000000 --- a/man/interpolate_abundance.Rd +++ /dev/null @@ -1,23 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_data.R -\name{interpolate_abundance} -\alias{interpolate_abundance} -\title{Interpolate missing rodent data} -\usage{ -interpolate_abundance(rodents) -} -\arguments{ -\item{rodents}{Class \code{rodents} \code{data.frame} rodents data table -with a \code{newmoon} column.} -} -\value{ -\code{data.frame} data table of interpolation-inclusive counts - for each species and total and with the columns trimmed to just - the species, total, and newmoonnumber (\code{moons}). -} -\description{ -Interpolation of missing data in the rodent abundance data - set using \code{\link[forecast]{na.interp}}. Each species is individually - linearly interpolated, then the total number of rodents is calculated - from the sum of the individual species. -} diff --git a/man/is.spcol.Rd b/man/is.spcol.Rd deleted file mode 100644 index 8dd7c6fb9..000000000 --- a/man/is.spcol.Rd +++ /dev/null @@ -1,19 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_rodents.R -\name{is.spcol} -\alias{is.spcol} -\title{Which columns are species columns} -\usage{ -is.spcol(rodents, spp_names = rodent_spp()) -} -\arguments{ -\item{rodents}{Class-\code{rodents} \code{data.table} of rodent data.} - -\item{spp_names}{\code{character} vector of species name abbreviations.} -} -\value{ -\code{logical} vector corresponding to the columns in \code{x}. -} -\description{ -Check column names to verify if they are species names. -} diff --git a/man/lag_covariates.Rd b/man/lag_covariates.Rd index 193d3fe2d..56ba3b059 100644 --- a/man/lag_covariates.Rd +++ b/man/lag_covariates.Rd @@ -1,25 +1,41 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_data.R +% Please edit documentation in R/prepare_covariates.R \name{lag_covariates} \alias{lag_covariates} \title{Lag covariate data} \usage{ -lag_covariates(covariates, lag, tail = FALSE) +lag_covariates(covariates, lag, tail = FALSE, arg_checks = TRUE) } \arguments{ -\item{covariates}{Class \code{covariates} \code{data.frame} of covariate -data to be lagged.} +\item{covariates}{\code{data.frame} of covariate data to be lagged.} \item{lag}{\code{integer} lag between rodent census and covariate data, in new moons.} \item{tail}{\code{logical} indicator if the data lagged to the tail end should be retained.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} } \value{ -\code{covariates} \code{data.frame} with a \code{newmoonnumber} - column reflecting the lag. +\code{data.frame} with a \code{newmoonnumber} column reflecting + the lag. } \description{ Lag the covariate data together based on the new moons } +\examples{ + \donttest{ + setup_dir() + covariate_casts <- read_covariate_casts() + covar_casts_lag <- lag_covariates(covariate_casts, lag = 2, tail = TRUE) + } + +} diff --git a/man/last_census.Rd b/man/last_census.Rd new file mode 100644 index 000000000..d5f9b2db7 --- /dev/null +++ b/man/last_census.Rd @@ -0,0 +1,35 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_rodents.R +\name{last_census} +\alias{last_census} +\title{Determine the most recent data collection} +\usage{ +last_census(main = ".", control_files = files_control(), + arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{Date} of the last census. +} +\description{ +Determine the most recent census. +} +\examples{ + \donttest{ + setup_dir() + last_census() + } + +} diff --git a/man/list_depth.Rd b/man/list_depth.Rd new file mode 100644 index 000000000..19b052c40 --- /dev/null +++ b/man/list_depth.Rd @@ -0,0 +1,28 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utilities.R +\name{list_depth} +\alias{list_depth} +\title{Determine the depth of a list} +\usage{ +list_depth(xlist) +} +\arguments{ +\item{xlist}{Focal input \code{list}.} +} +\value{ +\code{integer} value of the depth of the list. +} +\description{ +Evaluate an input for the depth of its nesting. +} +\details{ +If \code{xlist = list()}, then technically the input value is a + list, but is empty (of length \code{0}), so depth is returned as \code{0}. +} +\examples{ + list_depth("a") + list_depth(list()) + list_depth(list("a")) + list_depth(list(list("a"))) + +} diff --git a/man/make_ensemble.Rd b/man/make_ensemble.Rd deleted file mode 100644 index 168674d57..000000000 --- a/man/make_ensemble.Rd +++ /dev/null @@ -1,37 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R -\name{make_ensemble} -\alias{make_ensemble} -\title{Create the ensemble model from all other forecasts} -\usage{ -make_ensemble(all_forecasts, pred_dir, confidence_level = 0.9) -} -\arguments{ -\item{all_forecasts}{\code{data.frame} of all of the forecasts to be -combined.} - -\item{pred_dir}{\code{character} value of the path to the directory where -the saved model predictions reside.} - -\item{confidence_level}{\code{numeric} confidence level used in -summarizing model output. Must be between \code{0} and \code{1}.} -} -\value{ -Forecast abundance table for the ensemble model. -} -\description{ -Combine the fitted models to make an ensemble prediction. -} -\details{ -Uses the weighted mean and weighted sample variance to combine - the models. The mean is the weighted mean of all model means and the - variance is the weighted mean of all model variances + the variances of - the weighted mean using the unbiased estimate of sample variance. See - https://github.com/weecology/portalPredictions/pull/65 - We only store the prediction interval for models, so we backcalculate - individual model variance assuming the same \code{confidence_level} - throughout. Assert that the summed weight of all the model ensembles is - 1, as that's what the variance estimates assume. The weight values are - rounded to account for precision errors. Summed weights can also be - \code{NA} if there are not weights available for that ensemble. -} diff --git a/man/measure_cast_error.Rd b/man/measure_cast_error.Rd deleted file mode 100644 index 73bdb942a..000000000 --- a/man/measure_cast_error.Rd +++ /dev/null @@ -1,35 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R -\name{measure_cast_error} -\alias{measure_cast_error} -\title{Summarize a table of -casts to -cast-level errors} -\usage{ -measure_cast_error(casts, min_observed = 1) -} -\arguments{ -\item{casts}{Class \code{casts} \code{data.frame} of requested fore- or -hindcasts with observed values and errors included.} - -\item{min_observed}{\code{integer} value for the minimum number of observed -values needed for a -cast to be retained in the output table. Default is -\code{1}, which returns all -casts with any observations. To include all --casts (even those without any evaluations), set to \code{0}.} -} -\value{ -\code{data.frame} of errors summarized to the -cast-level. -} -\description{ -Summarize error across all of the data points within each - forecast or hindcast in a set of -casts. -} -\examples{ -\dontrun{ - -setup_dir(all_options(download_existing_predictions = TRUE)) -casts <- read_casts() -casts_a <- select_casts(casts, level = "All") -casts_a <- append_observed_to_cast(casts_a) -measure_cast_error(casts_a) -} - -} diff --git a/man/messageq.Rd b/man/messageq.Rd index f2fdd04ef..0543207d0 100644 --- a/man/messageq.Rd +++ b/man/messageq.Rd @@ -1,10 +1,10 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/utilities.R +% Please edit documentation in R/messaging.R \name{messageq} \alias{messageq} \title{Optionally generate a message based on a logical input} \usage{ -messageq(msg = NULL, quiet = FALSE) +messageq(msg = NULL, quiet = FALSE, arg_checks = TRUE) } \arguments{ \item{msg}{\code{character} vector of the message(s) to generate or @@ -13,8 +13,25 @@ are concatenated with a newline between.} \item{quiet}{\code{logical} indicator controlling if the message is generated.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} +} +\value{ +A message is given, and \code{NULL} returned. } \description{ Given the input to \code{quiet}, generate the message(s) in \code{msg} or not. } +\examples{ + messageq("Hello world", FALSE) + messageq("Hello world", TRUE) + +} diff --git a/man/model_control.Rd b/man/model_control.Rd new file mode 100644 index 000000000..e086eebad --- /dev/null +++ b/man/model_control.Rd @@ -0,0 +1,39 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_models.R +\name{model_control} +\alias{model_control} +\title{Create a control list for generating a model script} +\usage{ +model_control(name = "model", data_sets = prefab_data_sets(), + covariatesTF = FALSE, lag = NA, arg_checks = TRUE) +} +\arguments{ +\item{name}{\code{character} value of the name of the model.} + +\item{data_sets}{\code{character} vector of the rodent data set names +that the model is applied to.} + +\item{covariatesTF}{\code{logical} indicator for if the model requires +covariates.} + +\item{lag}{\code{integer} (or integer \code{numeric}) lag time used for the +covariates or \code{NULL} if \code{covariatesTF} is \code{FALSE}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +Named \code{list} of model's script-generating controls, + for input as part of \code{controls_m} in \code{\link{write_model}}. +} +\description{ +Given the number of arguments into + \code{\link{model_template}} via \code{\link{write_model}} + it helps to have a control \code{list} + to organize them. \code{model_control} provides a template for the + controls \code{list} used to define the specific arguments for a user's + novel data set, setting the formal arguments to the basic default + values. +} diff --git a/man/model_controls.Rd b/man/model_controls.Rd new file mode 100644 index 000000000..b4101313d --- /dev/null +++ b/man/model_controls.Rd @@ -0,0 +1,100 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_models.R +\name{model_controls} +\alias{model_controls} +\alias{extract_min_lag} +\alias{extract_data_sets} +\title{Produce the control lists for the model script writing} +\usage{ +model_controls(models = NULL, controls_model = NULL, quiet = FALSE, + arg_checks = TRUE) + +extract_min_lag(models = prefab_models(), controls_model = NULL, + quiet = FALSE, arg_checks = TRUE) + +extract_data_sets(models = prefab_models(), controls_model = NULL, + quiet = FALSE, arg_checks = TRUE) +} +\arguments{ +\item{models}{\code{character} vector of name(s) of model(s) whose +script-writing controls need to be included in the \code{list} used +to write the scripts.} + +\item{controls_model}{Additional controls for models not in the prefab +set. \cr +A \code{list} of a single model's script-writing controls or a +\code{list} of \code{list}s, each of which is a single model's +script-writing controls. \cr +Presently, each model's script writing controls should include three +elements: +\itemize{ + \item \code{name}: a \code{character} value of the model name. + \item \code{data_sets}: a \code{character} vector of the data set names + that the model is applied to. + \item \code{covariatesTF}: a \code{logical} indicator of if the + model needs covariates. + \item \code{lag}: an \code{integer}-conformable value of the lag to use + with the covariates or \code{NA} if \code{covariatesTF = FALSE}. +} +If only a single model is added, the name of the model from the element +\code{name} will be used to name the model's \code{list} in the larger +\code{list}. If multiple models are added, each element \code{list} must +be named according to the model and the \code{name} element. \cr +See \code{Details} and \code{Examples}.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{model_controls}: named \code{list} of length equal to + the number of elements in \code{models} and with elements that are each + \code{list}s of those \code{models}'s script-writing controls. \cr \cr + \code{extract_min_lag}: \code{numeric} value of the minimum non-0 lag + from any included model or \code{NA} if no models have lags. +} +\description{ +The model scripts are written using a generalized function + that takes a few arguments that vary among models, and so this function + produces the appropriate \code{list} of \code{list}s of model + script-writing control arguments. The specific \code{models} must be + input by the user, with the default being \code{NULL}, which returns. + \code{NULL}. The prefab models (\code{\link{prefab_models}}) have their + control lists included already, but any user-created model needs to + have controls provided. See \code{Details}. \cr + \strong{Users adding models to the prefab set should add their + script-writing controls lists to the \code{prefab_controls} object in + the source code of the function.} \cr \cr + \code{extract_min_lag} provides a simple function to extract the + minimum non-0 lag time used across models from the controls lists. +} +\details{ +Any model that is part of the \code{prefab} set + (\code{c("AutoArima", "NaiveArima", "ESSS", "nbGARCH", "nbsGARCH", + "pevGARCH")}) has its script-writing controls already included internally + via the non-exported function \code{prefab_model_controls}. Users + only need to include controls for non-prefab \code{models}. \cr \cr + Any user-defined \code{models} that are not included in \code{controls_m} + will throw an error. \cr \cr + If any user-defined \code{controls_m} duplicate any existing controls for + the prefab models or if \code{controls_m} contains any duplicate named + elements, an error will be thrown. \cr \cr + Users interested in adding models to the prefab set should add the + controls to the \code{prefab_model_controls} non-exported function + found in the \code{prepare_models.R} script. +} +\examples{ + model_controls(prefab_models()) + controls <- list(name = "xx", data_sets = prefab_data_sets(), + interpolate = FALSE, covariatesTF = FALSE, lag = NA) + model_controls("xx", controls) + model_controls(c(prefab_models(), "xx"), controls) + model_controls(c("xx", "ESSS"), controls) + extract_min_lag() + extract_min_lag("AutoArima") + +} diff --git a/man/model_names.Rd b/man/model_names.Rd deleted file mode 100644 index a09134af6..000000000 --- a/man/model_names.Rd +++ /dev/null @@ -1,23 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_models.R -\name{model_names} -\alias{model_names} -\title{Provide the names of models} -\usage{ -model_names(model_set = "prefab", add = NULL) -} -\arguments{ -\item{model_set}{\code{character} value of the type of model (currently -only support for \code{"prefab"} and \code{"wEnsemble"}). Use \code{NULL} -to build a custom set from scratch via \code{add}.} - -\item{add}{\code{character} vector of name(s) of model(s) to add to the -setup by \code{model_set}.} -} -\value{ -\code{character} vector of model names. -} -\description{ -Based on a \code{set}, returns a character vector of model - names to be included. Currently only support for \code{set = "prefab"}. -} diff --git a/man/model_options.Rd b/man/model_options.Rd deleted file mode 100644 index 894682f87..000000000 --- a/man/model_options.Rd +++ /dev/null @@ -1,90 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/model_options.R -\name{model_options} -\alias{model_options} -\alias{AutoArima_options} -\alias{ESSS_options} -\alias{nbGARCH_options} -\alias{pevGARCH_options} -\alias{nbsGARCH_options} -\title{Prepare options for a portalcasting model} -\usage{ -model_options(tree = dirtree(), model = "AutoArima", - mod_covariates = FALSE, lag = NULL, quiet = FALSE) - -AutoArima_options(tree = dirtree(), model = "AutoArima", - mod_covariates = FALSE, lag = NULL, quiet = FALSE) - -ESSS_options(tree = dirtree(), model = "ESSS", - mod_covariates = FALSE, lag = NULL, quiet = FALSE) - -nbGARCH_options(tree = dirtree(), model = "nbGARCH", - mod_covariates = FALSE, lag = NULL, quiet = FALSE) - -pevGARCH_options(tree = dirtree(), model = "pevGARCH", - mod_covariates = TRUE, lag = 6, quiet = FALSE) - -nbsGARCH_options(tree = dirtree(), model = "nbsGARCH", - mod_covariates = FALSE, lag = NULL, quiet = FALSE) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} - -\item{model}{\code{character} value of the name of the model.} - -\item{mod_covariates}{\code{logical} indicator for if the model requires -covariates.} - -\item{lag}{\code{integer} (or integer \code{numeric}) lag time used for the -covariates or \code{NULL} if \code{covariates} is \code{FALSE}.} - -\item{quiet}{\code{logical} indicator controlling if messages are printed.} -} -\value{ -\code{model_options}: a class-\code{model_options} \code{list} of - options used to set up a general model script. - -\code{AutoArima_options}: a \code{model_options} \code{list} of - settings controlling the \code{\link{AutoArima}} model creation. - -\code{ESSS_options}: a \code{model_options} \code{list} of - settings controlling the \code{\link{ESSS}} model creation. - -\code{nbGARCH_options}: a \code{model_options} \code{list} of - settings controlling the \code{\link{nbGARCH}} model creation. - -\code{pevGARCH_options}: a \code{model_options} \code{list} of - settings controlling the \code{\link{pevGARCH}} model creation. - -\code{nbsGARCH_options}: a \code{model_options} \code{list} of - settings controlling the \code{\link{nbsGARCH}} model creation. -} -\description{ -Suite of functions used to generate model-writing options - lists: \cr \cr \code{model_options} is a basic template that provides - validation of all of the inputs (specific models' functions can thus just - wrap around this generalized function). Not to be confused with - \code{\link{models_options}}, which creates the options list for the - \code{models} subdirectory. - -\code{AutoArima_options} creates a \code{model_options} - \code{list} of control options for the model script controlling the - \code{\link{AutoArima}} model. - -\code{ESSS_options} creates a \code{model_options} - \code{list} of control options for the model script controlling the - \code{\link{ESSS}} model. - -\code{nbGARCH_options} creates a \code{model_options} - \code{list} of control options for the model script controlling the - \code{\link{nbGARCH}} model. - -\code{pevGARCH_options} creates a \code{model_options} - \code{list} of control options for the model script controlling the - \code{\link{pevGARCH}} model. - -\code{nbsGARCH_options} creates a \code{model_options} - \code{list} of control options for the model script controlling the - \code{\link{nbsGARCH}} model. -} diff --git a/man/model_paths.Rd b/man/model_paths.Rd deleted file mode 100644 index 8c85b6c26..000000000 --- a/man/model_paths.Rd +++ /dev/null @@ -1,30 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/paths.R -\name{model_paths} -\alias{model_paths} -\title{Determine the path for one or more models in the model sub directory} -\usage{ -model_paths(tree = dirtree(), models = NULL, extension = ".R") -} -\arguments{ -\item{tree}{\code{dirtree}-class list.} - -\item{models}{\code{character} name of the specific model(s).} - -\item{extension}{\code{character} file extension (including the period).} -} -\value{ -The normalized path of the specified model script (see - \code{\link{normalizePath}}). -} -\description{ -Return the normalized path(s) for a specific model or models. -} -\examples{ -\dontrun{ - -setup_dir() -model_paths(models = "AutoArima") -} - -} diff --git a/man/model_scripts.Rd b/man/model_scripts.Rd deleted file mode 100644 index 6f665216b..000000000 --- a/man/model_scripts.Rd +++ /dev/null @@ -1,18 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_models.R -\name{model_scripts} -\alias{model_scripts} -\title{Provide the names of model scripts in the models subdirectory} -\usage{ -model_scripts(tree = dirtree()) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} -} -\value{ -\code{character} vector of model names. -} -\description{ -Lets the user know what model scripts are available. -} diff --git a/man/models_to_cast.Rd b/man/models_to_cast.Rd index b0aa41b05..b2137bb61 100644 --- a/man/models_to_cast.Rd +++ b/man/models_to_cast.Rd @@ -2,21 +2,41 @@ % Please edit documentation in R/portalcast.R \name{models_to_cast} \alias{models_to_cast} -\title{Generate the file path(s) to the script(s) of the model(s) forecast - or hindcast with} +\title{Determine the paths to the scripts for models to cast with} \usage{ -models_to_cast(options_cast = cast_options()) +models_to_cast(main = ".", models = prefab_models(), + arg_checks = TRUE) } \arguments{ -\item{options_cast}{Class-\code{cast_options} \code{list} containing the -hind- or forecasting options. See \code{\link{cast_options}}.} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{models}{\code{character} vector of name(s) of model(s) to +include.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} } \value{ \code{character} vector of the path(s) of the R script file(s) to be run. } \description{ -Translate a \code{models} vector of model name(s) into a - \code{character} vector of file path(s) corresponding to the model - scripts. +Translate a \code{character} vector of model name(s) into a + \code{character} vector of file path(s) corresponding to the model + scripts. +} +\examples{ + \donttest{ + create_dir() + fill_models() + models_to_cast() + } + } diff --git a/man/most_recent_cast.Rd b/man/most_recent_cast.Rd deleted file mode 100644 index f55418d36..000000000 --- a/man/most_recent_cast.Rd +++ /dev/null @@ -1,33 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R -\name{most_recent_cast} -\alias{most_recent_cast} -\title{Determine the most recent forecast or hindcast} -\usage{ -most_recent_cast(tree = dirtree(), cast_type = "forecasts", - with_census = FALSE) -} -\arguments{ -\item{tree}{\code{dirtree}-class list. See \code{\link{dirtree}}.} - -\item{cast_type}{\code{character} value of the type of -cast of model. Used -to select the file in the predictions subdirectory.} - -\item{with_census}{\code{logical} toggle if the plot should include the -observed data collected during the predicted census.} -} -\value{ -\code{Date} of the most recent cast. -} -\description{ -Determine the date of the most recently produced forecast or - hindcast in a predictions folder. -} -\examples{ -\dontrun{ - -setup_dir(all_options(download_existing_predictions = TRUE)) -most_recent_cast() -} - -} diff --git a/man/most_recent_census.Rd b/man/most_recent_census.Rd deleted file mode 100644 index c76211d90..000000000 --- a/man/most_recent_census.Rd +++ /dev/null @@ -1,17 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_data.R -\name{most_recent_census} -\alias{most_recent_census} -\title{Determine the most recent data collection} -\usage{ -most_recent_census(tree = dirtree()) -} -\arguments{ -\item{tree}{\code{dirtree}-class list. See \code{\link{dirtree}}.} -} -\value{ -\code{Date} of the most recent census. -} -\description{ -Determine the most recent census. -} diff --git a/man/na_conformer.Rd b/man/na_conformer.Rd index cdc2b29c8..3c4db214b 100644 --- a/man/na_conformer.Rd +++ b/man/na_conformer.Rd @@ -4,22 +4,35 @@ \alias{na_conformer} \title{Conform NA entries to "NA" entries} \usage{ -na_conformer(x, colname = "species") +na_conformer(dfv, colname = "species", arg_checks = TRUE) } \arguments{ -\item{x}{Either [1] a \code{data.frame} containing \code{colname} as a +\item{dfv}{Either [1] a \code{data.frame} containing \code{colname} as a column with \code{NA}s that need to be conformed to \code{"NA"}s or [2] -a vector with \code{NA}s that need to be conformed to \code{"NA"}s} +a vector with \code{NA}s that need to be conformed to \code{"NA"}s.} \item{colname}{\code{character} value of the column name in \code{tab} to conform the \code{NA}s to \code{"NA"}s.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} } \value{ \code{x} with any \code{NA} in \code{colname} replaced with - \code{"NA"}. + \code{"NA"}. } \description{ Given the species abbreviation NA, when data are read in, - there can be an \code{NA} when it should be an \code{"NA"}. This function - conforms the entries to be proper character values. + there can be an \code{NA} when it should be an \code{"NA"}. This function + conforms the entries to be proper character values. +} +\examples{ + na_conformer(c("a", "b", NA, "c")) + } diff --git a/man/name_from_url.Rd b/man/name_from_url.Rd new file mode 100644 index 000000000..c7237a243 --- /dev/null +++ b/man/name_from_url.Rd @@ -0,0 +1,40 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/download.R +\name{name_from_url} +\alias{name_from_url} +\title{Attempt to extract the record name from a URL} +\usage{ +name_from_url(url, NULLname = FALSE, sep_char = ".", + arg_checks = TRUE) +} +\arguments{ +\item{url}{\code{character} value of the URL.} + +\item{NULLname}{\code{logical} indicator of if the name should be kept as +\code{NULL}, rather than given a name based on the URL.} + +\item{sep_char}{\code{character} value of the separator that delineates +the extension from the file path. Generally, this will be \code{"."}, +but for some API URLs, the extension is actually a query component, +so the separator may sometimes need to be \code{"="}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{character} value of the name or \code{NULL}. +} +\description{ +The record name is often encoded in a URL, so in the case that + a name is not given for the record, this function attempts to extract it, + unless told to keep the name as NULL (via \code{NULLname}). +} +\examples{ + \donttest{ + source_url <- zenodo_url(concept_rec_id = "1215988") + name_from_url(source_url) + } + +} diff --git a/man/named_null_list.Rd b/man/named_null_list.Rd new file mode 100644 index 000000000..19ff6ce56 --- /dev/null +++ b/man/named_null_list.Rd @@ -0,0 +1,23 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utilities.R +\name{named_null_list} +\alias{named_null_list} +\title{Create a named empty list} +\usage{ +named_null_list(element_names = NULL) +} +\arguments{ +\item{element_names}{\code{character} vector of names for the elements +in the list.} +} +\value{ +\code{list} with names \code{element_names} and values \code{NULL}. +} +\description{ +Produces a list with \code{NULL} for each element named + according to \code{element_names}. +} +\examples{ + named_null_list(c("a", "b", "c")) + +} diff --git a/man/nbgarch.Rd b/man/nbgarch.Rd deleted file mode 100644 index 2636a9ed0..000000000 --- a/man/nbgarch.Rd +++ /dev/null @@ -1,40 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/nbGARCH.R -\name{nbGARCH} -\alias{nbGARCH} -\title{negative binomial Generalized AutoRegressive Conditional - Heteroscedasticity model for Portal Predictions} -\usage{ -nbGARCH(tree = dirtree(), level = "All", quiet = FALSE) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} - -\item{level}{\code{character} value name of the type of plots included -(\code{"All"} or \code{"Controls"}).} - -\item{quiet}{\code{logical} value indicating if the function should be -quiet.} -} -\value{ -\code{list} of [1] \code{"forecast"} (the forecasted abundances) - and [2] \code{"all_model_aic"} (the model AIC values). -} -\description{ -Fit an nbGARCH model in the portalcasting pipeline. -} -\details{ -Model "nbGARCH" is a generalized autoregresive conditional - heteroscedasticity model with overdispersion (\emph{i.e.}, a negative - binomial response variable) fit to the data using - \code{\link[tscount]{tsglm}} in the - \href{http://tscount.r-forge.r-project.org/}{\code{tscount} package} - (Liboschik \emph{et al}. 2017). -} -\references{ -Liboschik T., Fokianos K., and Fried R. 2017. tscount: An R Package for - Analysis of Count Time Series Following Generalized Linear Models. - \emph{Journal of Statistical Software} \strong{82}:5, 1-51. - \href{http://doi.org/10.18637/jss.v082.i05}{URL}. -} diff --git a/man/nbsGARCH.Rd b/man/nbsGARCH.Rd deleted file mode 100644 index 2ddad2f27..000000000 --- a/man/nbsGARCH.Rd +++ /dev/null @@ -1,49 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/nbsGARCH.R -\name{nbsGARCH} -\alias{nbsGARCH} -\title{negative binomial seasonal Generalized AutoRegressive Conditional - Heteroscedasticity model for Portal Predictions} -\usage{ -nbsGARCH(tree = dirtree(), level = "All", quiet = FALSE) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} - -\item{level}{\code{character} value name of the type of plots included -(\code{"All"} or \code{"Controls"}).} - -\item{quiet}{\code{logical} value indicating if the function should be -quiet.} -} -\value{ -\code{list} of [1] \code{"forecast"} (the forecasted abundances) - and [2] \code{"all_model_aic"} (the model AIC values). -} -\description{ -Fit an nbsGARCH model in the portalcasting pipeline. -} -\details{ -Model "nbsGARCH" is a seasonal generalized autoregresive - conditional heteroscedasticity model with overdispersion - (\emph{i.e.}, a negative binomial response variable) fit to the data - using \code{\link[tscount]{tsglm}} in the - \href{http://tscount.r-forge.r-project.org/}{\code{tscount} package} - (Liboschik \emph{et al}. 2017). Seasonal dynamics are modeled using - a two-term Fourier transformation. -} -\examples{ -\dontrun{ - -setup_dir() -nbsGARCH() -} - -} -\references{ -Liboschik T., Fokianos K., and Fried R. 2017. tscount: An R Package for - Analysis of Count Time Series Following Generalized Linear Models. - \emph{Journal of Statistical Software} \strong{82}:5, 1-51. - \href{http://doi.org/10.18637/jss.v082.i05}{URL}. -} diff --git a/man/paths.Rd b/man/paths.Rd new file mode 100644 index 000000000..6f6a84046 --- /dev/null +++ b/man/paths.Rd @@ -0,0 +1,69 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/paths.R +\name{paths} +\alias{paths} +\alias{main_path} +\alias{sub_path} +\alias{raw_path} +\alias{casts_path} +\alias{data_path} +\alias{models_path} +\alias{tmp_path} +\alias{file_path} +\title{Determine the path for a specific level of a forecasting directory} +\usage{ +main_path(main = ".", arg_checks = TRUE) + +sub_path(main = ".", subs = NULL, arg_checks = TRUE) + +raw_path(main = ".", arg_checks = TRUE) + +casts_path(main = ".", arg_checks = TRUE) + +data_path(main = ".", arg_checks = TRUE) + +models_path(main = ".", arg_checks = TRUE) + +tmp_path(main = ".", arg_checks = TRUE) + +file_path(main = ".", sub = NULL, files = NULL, arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} + +\item{sub, subs}{\code{character} of the name(s) of the sub component(s) of +the directory tree to get the path of. \code{sub} can only take a single +value, \code{subs} can take a vector of multiple values.} + +\item{files}{\code{character} file path(s) within the \code{main} +level of the portalcasting directory.} +} +\value{ +\code{character} value normalized paths + (see \code{\link{normalizePath}}) . \cr \cr + \code{main_path} normalized path of the \code{main} folder. \cr \cr + \code{subs_path} normalized paths of the \code{sub} folder(s). \cr \cr + \code{file_path} normalized paths of the \code{files}. +} +\description{ +Produce paths for a forecasting directory. \cr \cr + \code{main_path} returns the path for the \code{main} folder. \cr \cr + \code{sub_path} returns the path(s) for the \code{sub} folder(s). \cr \cr + \code{file_path} returns the path(s) for the \code{files}. \cr \cr +} +\examples{ + \donttest{ + create_dir() + main_path() + sub_path() + sub_path(subs = "models") + file_path(".", "raw", "PortalData/Rodents/Portal_rodent_species.csv") + } + +} diff --git a/man/pevgarch.Rd b/man/pevgarch.Rd deleted file mode 100644 index 08247fa18..000000000 --- a/man/pevgarch.Rd +++ /dev/null @@ -1,54 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/pevGARCH.R -\name{pevGARCH} -\alias{pevGARCH} -\title{poisson environmental variable Generalized Auto-Regressive - Conditional Heteroscedasticity model for Portal Predictions} -\usage{ -pevGARCH(tree = dirtree(), level = "All", lag = 6, quiet = FALSE) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} - -\item{level}{\code{character} value name of the type of plots included -(\code{"All"} or \code{"Controls"}).} - -\item{lag}{\code{integer} (or integer \code{numeric}) of the lag time to -use for the covariates.} - -\item{quiet}{\code{logical} value indicating if the function should be -quiet.} -} -\value{ -\code{list} of [1] \code{"forecast"} (the forecasted abundances) - and [2] \code{"all_model_aic"} (the model AIC values). -} -\description{ -Fit a pevGARCH model in the portalcasting pipeline. -} -\details{ -Model "pevGARCH" is a generalized autoregresive conditional - heteroscedasticity model with a Poisson response variable fit to the - data using \code{\link[tscount]{tsglm}} in the - \href{http://tscount.r-forge.r-project.org/}{\code{tscount} package} - (Liboschik \emph{et al}. 2017). - - For this model, environmental data are included as predictors of - abundance with an optional \code{lag} between the covariate values and - abundances (defaults to 6 newmoons). -} -\examples{ -\dontrun{ - -setup_dir() -pevGARCH() -} - -} -\references{ -Liboschik T., Fokianos K., and Fried R. 2017. tscount: An R Package for - Analysis of Count Time Series Following Generalized Linear Models. - \emph{Journal of Statistical Software} \strong{82}:5, 1-51. - \href{http://doi.org/10.18637/jss.v082.i05}{URL}. -} diff --git a/man/plot_cast_point.Rd b/man/plot_cast_point.Rd index 1510f51f0..f00b75eaa 100644 --- a/man/plot_cast_point.Rd +++ b/man/plot_cast_point.Rd @@ -2,59 +2,85 @@ % Please edit documentation in R/figures.R \name{plot_cast_point} \alias{plot_cast_point} -\title{Plot forecast or hindcast predictions for a given point in time - across multiple species.} +\title{Plot predictions for a given point in time across multiple species} \usage{ -plot_cast_point(tree = dirtree(), species = NULL, level = "Controls", - cast_type = "forecasts", cast_date = NULL, model = "Ensemble", - lead = 1, from_date = NULL, with_census = FALSE) +plot_cast_point(main = ".", cast_id = NULL, data_set = NULL, + model = NULL, end_moon = NULL, species = NULL, moon = NULL, + with_census = FALSE, control_files = files_control(), + quiet = FALSE, arg_checks = TRUE) } \arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} -\item{species}{\code{character} vector of the species codes (or -\code{"total"} for the total across species) to be plotted or -\code{NULL} (default) to plot all species and the total.} - -\item{level}{\code{character} value of the level of interest (\code{"All"} -or \code{"Controls"}).} +\item{cast_id}{\code{integer} (or integer \code{numeric}) value +representing the cast of interest, as indexed within the directory in +the \code{casts} sub folder. See the casts metadata file +(\code{casts_metadata.csv}) for summary information.} -\item{cast_type}{\code{character} value of the type of -cast of model. Used -to select the file in the predictions subdirectory. Currently only -reliably coded for \code{"forecasts"}.} +\item{data_set}{\code{character} value of the rodent data set to include +Default value is \code{NULL}, which equates to no selection with +respect to \code{data_set}.} -\item{cast_date}{\code{Date} the predictions were made. Used to select the -file in the predictions subdirectory. If \code{NULL} (default), selects -the most recent -casts (if \code{with_census = FALSE}) or the most -recent -casts with a subsequent census (if \code{with_census = TRUE}).} +\item{model}{\code{character} value of the name of the model to +include. Default value is \code{NULL}, which equates to no selection with +respect to \code{model}.} -\item{model}{\code{character} value of the name (or \code{"Ensemble"}) of -the model to be plotted.} +\item{end_moon}{\code{integer} (or integer \code{numeric}) +newmoon number of the forecast origin. Default value is +\code{NULL}, which equates to no selection with respect to +\code{end_moon}.} -\item{lead}{\code{integer}-conformable lead of the newmoon number used to -select the data plotted.} +\item{species}{\code{character} vector of the species codes (or +\code{"total"} for the total across species) to be plotted or +\code{NULL} (default) to plot all species in \code{data_set}.} -\item{from_date}{\code{Date} to be used as a reference of when to count -the \code{lead} from. If \code{NULL} (default), for -\code{cast_type = "forecasts"}, \code{from_date = cast_date} and -\code{plot_cast_point} is not yet reliable for -\code{cast_type = "hindcasts"}.} +\item{moon}{\code{integer} (or integer \code{numeric}) newmoon number for +the plot.} \item{with_census}{\code{logical} toggle if the plot should include the observed data collected during the predicted census.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{NULL}. Plot is generated. } \description{ -Plot the point value with confidence interval for a step in - a forecast or hindcast across multiple species. Currently only reliable - for forecasts. +Plot the point value with confidence interval for a time point + across multiple species. Casts can be selected either by supplying a + \code{cast_id} number or any combination of \code{data_set}, + \code{model}, and \code{end_moon}, which filter the available casts in + unison. This plot type can only handle output from a single cast, so + if multiple casts still remain, the one with the highest number is + selected. To be more certain about cast selection, use the \code{cast_id} + input. +} +\details{ +The resulting plot shows predictions as points (open white + circles) with error, where the point represents the \code{estimate} and + the bounds of the error are \code{lower_pi} and \code{upper_pi} in the + \code{cast_table} saved output from a model. \cr + As of \code{portalcasting v0.9.0}, + this represents the mean and the 95\% prediction interval. If + \code{with_census = TRUE}, the observations from the associated moon + are plotted as blue filled squares. } \examples{ -\dontrun{ - -setup_dir(all_options(download_existing_predictions = TRUE)) -plot_cast_point() -plot_cast_point(with_census = TRUE) + \donttest{ + setup_dir() + portalcast(models = c("AutoArima", "NaiveArima"), end_moons = 515:520) + plot_cast_point() } } diff --git a/man/plot_cast_point_yaxis.Rd b/man/plot_cast_point_yaxis.Rd deleted file mode 100644 index 09b28b310..000000000 --- a/man/plot_cast_point_yaxis.Rd +++ /dev/null @@ -1,23 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/figures.R -\name{plot_cast_point_yaxis} -\alias{plot_cast_point_yaxis} -\title{Expand the names with formatting for a multi-species -cast plot y - axis} -\usage{ -plot_cast_point_yaxis(tree = dirtree(), species = "total") -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}. Used to access the species list.} - -\item{species}{\code{character} vector of the species codes (or -\code{"total"} for the total across species) being plotted.} -} -\value{ -\code{list} of \code{text} and \code{font} elements. -} -\description{ -Add the y-axis of formatted species names to a - \code{\link{plot_cast_point}}. -} diff --git a/man/plot_cast_ts.Rd b/man/plot_cast_ts.Rd index 7befbad06..c1e6b8cae 100644 --- a/man/plot_cast_ts.Rd +++ b/man/plot_cast_ts.Rd @@ -2,49 +2,85 @@ % Please edit documentation in R/figures.R \name{plot_cast_ts} \alias{plot_cast_ts} -\title{Visualize a forecast or hindcast} +\title{Visualize a time series cast of a species} \usage{ -plot_cast_ts(tree = dirtree(), species = "total", level = "Controls", - cast_type = "forecasts", cast_date = NULL, model = "Ensemble", - start_newmoon = 300, add_obs = TRUE) +plot_cast_ts(main = ".", cast_id = NULL, data_set = NULL, + model = NULL, end_moon = NULL, species = "total", + start_moon = 217, control_files = files_control(), quiet = FALSE, + arg_checks = TRUE) } \arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} -\item{species}{\code{character} value of the species code or \code{"total"} -for the total across species.} +\item{cast_id}{\code{integer} (or integer \code{numeric}) value +representing the cast of interest, as indexed within the directory in +the \code{casts} sub folder. See the casts metadata file +(\code{casts_metadata.csv}) for summary information.} -\item{level}{\code{character} value of the level of interest (\code{"All"} -or \code{"Controls"}).} +\item{data_set}{\code{character} value of the rodent data set to include +Default value is \code{NULL}, which equates to no selection with +respect to \code{data_set}.} -\item{cast_type}{\code{character} value of the type of -cast of model. Used -to select the file in the predictions subdirectory. Currently only -reliably coded for \code{"forecasts"}.} +\item{model}{\code{character} value of the name of the model to +include. Default value is \code{NULL}, which equates to no selection with +respect to \code{model}.} -\item{cast_date}{\code{Date} the predictions were made. Used to select the -file in the predictions subdirectory.} +\item{end_moon}{\code{integer} (or integer \code{numeric}) +newmoon number of the forecast origin. Default value is +\code{NULL}, which equates to no selection with respect to +\code{end_moon}.} -\item{model}{\code{character} value of the name (or \code{"Ensemble"}) of -the model to be plotted.} +\item{species}{\code{character} value of the species codes (or +\code{"total"} for the total across species) to be plotted. +\code{NULL} (default) also gives the total.} -\item{start_newmoon}{\code{integer}-conformable newmoon number used as the -the minimum x value for the plot.} +\item{start_moon}{\code{integer} (or integer \code{numeric}) newmoon +number for the beginning of the x-axis of the plot. \cr +Does not influence the fit of the models, just the presentation.} -\item{add_obs}{\code{logical} indicator if values observed during the --cast time should be added (default is \code{TRUE}).} +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{NULL}. Plot is generated. } \description{ -Plot an observed timeseries and forecast or hindcast - timeseries with a prediction interval. Currently only reliable for - forecasts. +Plot an observed timeseries and cast timeseries with a + prediction interval. \cr + Casts can be selected either by supplying a + \code{cast_id} number or any combination of \code{data_set}, + \code{model}, and \code{end_moon}, which filter the available casts in + unison. This plot type can only handle output from a single cast, so + if multiple casts still remain, the one with the highest number is + selected. To be more certain about cast selection, use the \code{cast_id} + input. +} +\details{ +The resulting plot shows observations as a solid black line + and predictions as a blue polygon with the bounds represent the error + given by \code{lower_pi} and \code{upper_pi} and the bisecting blue line + representing the \code{estimate} in the \code{cast_table} saved output + from a model. \cr + As of \code{portalcasting v0.9.0}, + this represents the mean and the 95\% prediction interval. \cr + Observations that occurred after the cast are shown connected directly + to the pre-cast observation data (as the black solid line). } \examples{ -\dontrun{ - -setup_dir() -portalcast() -plot_cast_ts() + \donttest{ + setup_dir() + portalcast(models = c("AutoArima", "NaiveArima"), end_moons = 515:520) + plot_cast_ts() } } diff --git a/man/plot_cast_ts_xaxis.Rd b/man/plot_cast_ts_xaxis.Rd deleted file mode 100644 index 3d35181fe..000000000 --- a/man/plot_cast_ts_xaxis.Rd +++ /dev/null @@ -1,18 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/figures.R -\name{plot_cast_ts_xaxis} -\alias{plot_cast_ts_xaxis} -\title{Add a -cast plot x-axis} -\usage{ -plot_cast_ts_xaxis(tree, rangex) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}. Used to access the species list.} - -\item{rangex}{\code{integer}-conformable vector of two values corresponding -to the minimum and maximum newmoonnumbers plotted.} -} -\description{ -Add the x-axis in \code{\link{plot_cast_ts}}. -} diff --git a/man/plot_cast_ts_ylab.Rd b/man/plot_cast_ts_ylab.Rd deleted file mode 100644 index 5af226c58..000000000 --- a/man/plot_cast_ts_ylab.Rd +++ /dev/null @@ -1,29 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/figures.R -\name{plot_cast_ts_ylab} -\alias{plot_cast_ts_ylab} -\title{Expand the name with formatting for a -cast plot y label} -\usage{ -plot_cast_ts_ylab(tree = dirtree(), level = "Controls", - species = "total", model = "Ensemble") -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}. Used to access the species list.} - -\item{level}{\code{character} value of the level of interest (\code{"All"} -or \code{"Controls"}).} - -\item{species}{\code{character} value of the species code or \code{"total"} -for the total across species.} - -\item{model}{\code{character} value of the name (or \code{"Ensemble"}) of -the model to be plotted.} -} -\value{ -\code{list} of \code{text} and \code{font} elements. -} -\description{ -Produce a list with \code{text} and \code{font} elements to - control the y-axis label in \code{\link{plot_cast_ts}}. -} diff --git a/man/plot_cov_RMSE_mod_spp.Rd b/man/plot_cov_RMSE_mod_spp.Rd deleted file mode 100644 index 7189ed9f0..000000000 --- a/man/plot_cov_RMSE_mod_spp.Rd +++ /dev/null @@ -1,53 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/figures.R -\name{plot_cov_RMSE_mod_spp} -\alias{plot_cov_RMSE_mod_spp} -\title{Plot RMSE and coverage as a function of model for each species} -\usage{ -plot_cov_RMSE_mod_spp(tree = dirtree(), cast_type = "hindcasts", - species = rodent_spp(species_set = "evalplot"), level = "Controls", - cast_dates = NULL, min_observed = 1, - models = model_names("wEnsemble")) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} - -\item{cast_type}{\code{character} value of the type of -cast of model. Used -to select the file in the predictions subdirectory. Currently only -reliably coded for \code{"hindcasts"}.} - -\item{species}{\code{character} vector of the species codes (or -\code{"total"} for the total across species) to be selected from or -\code{NULL} to include all species and the total. Default set to -\code{rodent_spp(set = "evalplot")}, the only setting for which the -plot is reliably coded/} - -\item{level}{\code{character} value of the treatment type of interest -(\code{"All"} or \code{"Controls"}).} - -\item{cast_dates}{\code{Date}s the predictions were made. Used to select -the files in the predictions subdirectory. Can be length 1 or more and if -\code{NULL} (default), selects the most recent -casts.} - -\item{min_observed}{\code{integer} value for the minimum number of observed -values needed for a -cast to be retained in the output table. Default is -\code{1}, which returns all -casts with any observations. To include all --casts (even those without any evaluations), set to \code{0}.} - -\item{models}{\code{character} value(s) of the name(s) (or -\code{"Ensemble"}) of the model(s) of interest. If \code{NULL}, all -models with available -casts are returned.} -} -\description{ -Plot the RMSE and coverage by species matrix of cast error - as a function of model. -} -\examples{ -\dontrun{ - -setup_dir(all_options(download_existing_predictions = TRUE)) -plot_cov_RMSE_mod_spp() -} - -} diff --git a/man/plot_err_lead_spp_mods.Rd b/man/plot_err_lead_spp_mods.Rd deleted file mode 100644 index e9bc72267..000000000 --- a/man/plot_err_lead_spp_mods.Rd +++ /dev/null @@ -1,46 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/figures.R -\name{plot_err_lead_spp_mods} -\alias{plot_err_lead_spp_mods} -\title{Plot error as a function of lead time for each of a combination of - species and model} -\usage{ -plot_err_lead_spp_mods(tree = dirtree(), cast_type = "forecasts", - species = rodent_spp(species_set = "evalplot"), level = "Controls", - ndates = 3, models = model_names("wEnsemble")) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} - -\item{cast_type}{\code{character} value of the type of -cast of model. Used -to select the file in the predictions subdirectory. Currently only -reliably coded for \code{"forecasts"}.} - -\item{species}{\code{character} vector of the species codes (or -\code{"total"} for the total across species) to be selected from or -\code{NULL} to include all species and the total. Default set to -\code{rodent_spp(set = "evalplot")}, the only setting for which the -plot is reliably coded/} - -\item{level}{\code{character} value of the level of interest (\code{"All"} -or \code{"Controls"}).} - -\item{ndates}{\code{integer} number of -cast issue dates to include.} - -\item{models}{\code{character} value(s) of the name(s) (or -\code{"Ensemble"}) of the model(s) of interest. If \code{NULL}, all -models with available -casts are returned.} -} -\description{ -Plot the model-species matrix of error as a function of - lead time. -} -\examples{ -\dontrun{ - -setup_dir(all_options(download_existing_predictions = TRUE)) -plot_err_lead_spp_mods() -} - -} diff --git a/man/portalcast.Rd b/man/portalcast.Rd index 0521c8729..ed9e4ef17 100644 --- a/man/portalcast.Rd +++ b/man/portalcast.Rd @@ -2,28 +2,123 @@ % Please edit documentation in R/portalcast.R \name{portalcast} \alias{portalcast} -\title{Forecast or hindcast Portal rodents models} +\alias{cast} +\title{Cast Portal rodents models} \usage{ -portalcast(options_all = all_options()) +portalcast(main = ".", models = prefab_models(), end_moons = NULL, + start_moon = 217, lead_time = 12, confidence_level = 0.95, + cast_date = Sys.Date(), controls_model = NULL, + controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = zenodo_downloads(c("1215988", "833438")), quiet = FALSE, + verbose = FALSE, arg_checks = TRUE) + +cast(main = ".", models = prefab_models(), moons = NULL, + end_moon = NULL, confidence_level = 0.95, cast_date = Sys.Date(), + controls_rodents = rodents_controls(), + control_files = files_control(), quiet = FALSE, verbose = FALSE, + arg_checks = TRUE) } \arguments{ -\item{options_all}{\code{all_options}-class \code{list} of options -controlling the portalcasting directory. See \code{\link{all_options}}. -Of particular importance is the \code{options_cast} \code{list}, -(see \code{\link{cast_options}}) which contains the options controlling -the (fore- or hind-)casting. -\cr \cr To run a default hindcast, use -\code{options_all = all_options(cast_type = "hindcasts")}} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{models}{\code{character} vector of name(s) of model(s) to +include.} + +\item{end_moons, end_moon}{\code{integer} (or integer \code{numeric}) +newmoon number(s) of the last sample(s) to be included. Default value is +\code{NULL}, which equates to the most recently included sample. \cr +\strong{\code{end_moons} allows for multiple moons, \code{end_moon} +can only be one value}.} + +\item{start_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the first sample to be included. Default value is \code{217}, +corresponding to \code{1995-01-01}.} + +\item{lead_time}{\code{integer} (or integer \code{numeric}) value for the +number of timesteps forward a cast will cover.} + +\item{confidence_level}{\code{numeric} confidence level used in +summarizing model output. Must be between \code{0} and \code{1}.} + +\item{cast_date}{\code{Date} from which future is defined (the origin of +the cast). In the recurring forecasting, is set to today's date +using \code{\link{Sys.Date}}.} + +\item{controls_model}{Additional controls for models not in the prefab +set. \cr +A \code{list} of a single model's script-writing controls or a +\code{list} of \code{list}s, each of which is a single model's +script-writing controls. \cr +Presently, each model's script writing controls +should include three elements: \code{name} (a \code{character} value of +the model name), \code{covariates} (a \code{logical} indicator of if the +model needs covariates), and \code{lag} (an \code{integer}-conformable +value of the lag to use with the covariates or \code{NA} if +\code{covariates = FALSE}). \cr +If only a single model is added, the name of +the model from the element \code{name} will be used to name the model's +\code{list} in the larger \code{list}. If multiple models are added, each +element \code{list} must be named according to the model and the +\code{name} element. \cr} + +\item{controls_rodents}{Control \code{list} or \code{list} of \code{list}s +(from \code{\link{rodents_controls}}) specifying the structuring of the +rodents tables. See \code{\link{rodents_controls}} for details.} + +\item{control_climate_dl}{\code{list} of specifications for the download, +which are sent to \code{\link{NMME_urls}} to create the specific URLs. See +\code{\link{climate_dl_control}}.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{downloads}{\code{list} of arguments to pass to \code{\link{download}} +for raw file downloading.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator of whether or not to print out +all of the information or not (and thus just the tidy messages).} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} + +\item{moons}{Moons \code{data.frame}. See \code{\link{prep_moons}}.} +} +\value{ +Results are saved to files, \code{NULL} is returned. } \description{ -Run potentially multiple models for either a forecast or a - hindcast. +Cast the Portal rodent population data using the (updated if + needed) data and models in a portalcasting directory. \cr ]cr + \code{portalcast} wraps around \code{cast} to allow multiple runs of + multiple models, with data preparation as needed between runs occurring + via \code{prep_data}. \cr \cr + \code{cast} runs a single cast of multiple models, using the data as + prepared by \code{prep_data}. } -\examples{ -\dontrun{ - -setup_dir() -portalcast() +\details{ +Multiple models can be run together on the same data and + multiple runs of a model (e.g., with a rolling origin) can be initiated + together using \code{portalcast} and \code{cast} runs the individual + instances. } +\examples{ + \donttest{ + setup_dir() + portalcast() + cast() + } } diff --git a/man/portalcast_messages.Rd b/man/portalcast_messages.Rd new file mode 100644 index 000000000..a67cc7792 --- /dev/null +++ b/man/portalcast_messages.Rd @@ -0,0 +1,44 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/messaging.R +\name{portalcast_messages} +\alias{portalcast_messages} +\alias{portalcast_welcome} +\alias{portalcast_goodbye} +\alias{sandbox_welcome} +\title{Directory welcome and model completion messages} +\usage{ +portalcast_welcome(quiet = FALSE, arg_checks = TRUE) + +portalcast_goodbye(quiet = FALSE, arg_checks = TRUE) + +sandbox_welcome(main = ".", quiet = FALSE, arg_checks = TRUE) +} +\arguments{ +\item{quiet}{\code{logical} indicator if message should be quieted.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} + +\item{main}{\code{character} value of the name of the main component of +the directory tree.} +} +\value{ +\code{NULL}, as message is printed. +} +\description{ +Messaging functions for top-level message output. + \code{portalcast_welcome} creates a welcome message for the directory + based on the package version and directory type. \cr \cr + \code{portalcast_goodbye} creates a goodbye message for when models are + done. \cr \cr + \code{sandbox_welcome} creates a welcome message for sandbox users, + displayed upon completion of \code{\link{setup_sandbox}}. \cr \cr +} +\examples{ + portalcast_welcome() + portalcast_goodbye() + sandbox_welcome() + +} diff --git a/man/portalcasting.Rd b/man/portalcasting.Rd index d43367ba2..f32458a03 100644 --- a/man/portalcasting.Rd +++ b/man/portalcasting.Rd @@ -4,15 +4,16 @@ \name{portalcasting} \alias{portalcasting} \alias{portalcasting-package} -\title{Functions for Portal Forecasting} +\title{Functions for Portal -casting (Forecasting and Hindcasting)} \description{ This package contains the functions used for continuous - analysis and forecasting of - \href{https://portal.weecology.org/}{Portal rodent populations}, - as implemented in the - \href{https://github.com/weecology/portalPredictions}{Portal Predictions repository}. - Functions in \code{portalcasting} are designed to be portable, allowing - users to set up a fully-functional replica repository for development - and testing of new models. + analysis and forecasting of + \href{https://portal.weecology.org/}{Portal rodent populations}, + as implemented in the + \href{https://bit.ly/2Lo2xnQ}{Portal Predictions repository}. \cr + Functions in \code{portalcasting} are designed to be portable, allowing + users to set up a fully-functional replica repository for development + and testing of new models (a.k.a. \emph{sandboxing}) in the same + directory and codebase as the production pipeline. } \keyword{package} diff --git a/man/prefab_data_sets.Rd b/man/prefab_data_sets.Rd new file mode 100644 index 000000000..1b5ed22d1 --- /dev/null +++ b/man/prefab_data_sets.Rd @@ -0,0 +1,23 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_rodents.R +\name{prefab_data_sets} +\alias{prefab_data_sets} +\title{Provide the names of the prefab data sets} +\usage{ +prefab_data_sets() +} +\value{ +\code{character} vector of data set names. +} +\description{ +Create a \code{character} vector of the names of the rodents + data sets to be included including the pre-fabricated (prefab) data sets, + extracting them from the \code{prefab_rodents_controls} internal + function. \cr \cr + The currently prefabricated options include (\code{"all"}, + \code{"controls"}, \code{"all_interp"}, and \code{"controls_interp"}). +} +\examples{ + prefab_data_sets() + +} diff --git a/man/prefab_model_functions.Rd b/man/prefab_model_functions.Rd new file mode 100644 index 000000000..21e566b2f --- /dev/null +++ b/man/prefab_model_functions.Rd @@ -0,0 +1,122 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prefab_models.R +\name{prefab_model_functions} +\alias{prefab_model_functions} +\alias{AutoArima} +\alias{NaiveArima} +\alias{ESSS} +\alias{nbGARCH} +\alias{nbsGARCH} +\alias{pevGARCH} +\title{Functions for the prefab portalcasting models} +\usage{ +AutoArima(main = ".", data_set = "all", + control_files = files_control(), quiet = FALSE, verbose = FALSE, + arg_checks = TRUE) + +NaiveArima(main = ".", data_set = "all", + control_files = files_control(), quiet = FALSE, verbose = FALSE, + arg_checks = TRUE) + +ESSS(main = ".", data_set = "all_interp", + control_files = files_control(), quiet = FALSE, verbose = FALSE, + arg_checks = TRUE) + +nbGARCH(main = ".", data_set = "all_interp", + control_files = files_control(), quiet = FALSE, verbose = FALSE, + arg_checks = TRUE) + +nbsGARCH(main = ".", data_set = "all_interp", + control_files = files_control(), quiet = FALSE, verbose = FALSE, + arg_checks = TRUE) + +pevGARCH(main = ".", data_set = "all_interp", lag = 6, + control_files = files_control(), quiet = FALSE, verbose = FALSE, + arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{data_set}{\code{character} value name of the rodent data set, such as +(\code{"all"} or \code{"controls"}).} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{quiet}{\code{logical} value indicating if the function should be +quiet.} + +\item{verbose}{\code{logical} indicator of whether or not to print out +all of the information or not (and thus just the tidy messages).} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}.} + +\item{lag}{\code{integer} (or integer \code{numeric}) of the lag time to +use for the covariates.} +} +\value{ +\code{list} of [1] model metadata \code{list} (\code{"metadata"}), + [2] cast summary \code{data.frame} (\code{"cast_tab"}), + [3] \code{list} of model fit objects (\code{"model_fits"}), and + [4] \code{list} of model cast objects (\code{"model_casts"}). +} +\description{ +Functions used for fitting the prefab models. For detailed + descriptions of the models, see the + \href{https://bit.ly/2xP9jKI}{model vignette}. \cr \cr + \code{AutoArima} fits a flexible auto-regressive integrated + moving average model using \code{\link[forecast]{auto.arima}}. \cr \cr + \code{NaiveArima} fits a baseline random walk with no drift model as an + ARIMA(0,1,0) using \code{\link[forecast]{Arima}}. \cr \cr + \code{ESSS} fits a flexible exponential smoothing state space + model with the possibility of multiplicative trends using + \code{\link[forecast]{ets}}. \cr \cr + \code{nbGARCH} fits a generalized autoregresive conditional + heteroscedasticity model with overdispersion (\emph{i.e.}, a negative + binomial response variable) using \code{\link[tscount]{tsglm}}. \cr \cr + \code{nbsGARCH} fits a seasonal generalized autoregresive conditional + heteroscedasticity model with overdispersion (\emph{i.e.}, a negative + binomial response variable) using \code{\link[tscount]{tsglm}}. \cr \cr + \code{pevGARCH} fits a set of generalized autoregressive conditional + heteroscedasticity models with Poisson response variables and + environmental covariates (max temp, mean temp, min temp, precipitation, + and NDVI) using \code{\link[tscount]{tsglm}}. +} +\details{ +\code{AutoArima} \cr + Because the seasonality and sampling occurring with different + frequencies, which \code{\link[forecast]{auto.arima}} cannot accommodate, + seasonal AutoArima models are not included. \cr \cr + \code{pevGARCH} \cr + Environmental predictors have an optional \code{lag} time, which is + currently structured to impact all covariates the same and defaults to + \code{6}. \cr + All covariate models are fit and the best model (by AIC) is selected for + use. +} +\examples{ + \donttest{ + setup_dir() + AutoArima() + NaiveArima() + ESSS() + nbGARCH() + nbsGARCH() + pevGARCH() + } + +} +\references{ +Hyndman R., Bergmeir C., Caceres G., Chhay L., O'Hara-Wild M., Petropoulos + F., Razbash S., Wang E., and Yasmeen F. 2018. forecast: Forecasting + functions for time series and linear models. + \href{http://pkg.robjhyndman.com/forecast}{R package version 8.3}. + + Liboschik T., Fokianos K., and Fried R. 2017. tscount: An R Package for + Analysis of Count Time Series Following Generalized Linear Models. + \emph{Journal of Statistical Software} \strong{82}:5, 1-51. + \href{http://doi.org/10.18637/jss.v082.i05}{URL}. +} diff --git a/man/prefab_models.Rd b/man/prefab_models.Rd new file mode 100644 index 000000000..40cae056f --- /dev/null +++ b/man/prefab_models.Rd @@ -0,0 +1,23 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_models.R +\name{prefab_models} +\alias{prefab_models} +\title{Provide the names of the prefab models} +\usage{ +prefab_models() +} +\value{ +\code{character} vector of model names. +} +\description{ +Create a \code{character} vector of the names of the models + to be included including the pre-fabricated (prefab) models, extracting + them from the \code{prefab_model_controls} internal function. \cr \cr + The currently prefabricated models include \code{"AutoArima"}, + \code{"ESSS"}, \code{"NaiveArima"}, \code{"nbGARCH"}, \code{"nbsGARCH"}, + \code{"pevGARCH"}. +} +\examples{ + prefab_models() + +} diff --git a/man/prep_covariates.Rd b/man/prep_covariates.Rd index dfe0d993e..125b11d69 100644 --- a/man/prep_covariates.Rd +++ b/man/prep_covariates.Rd @@ -2,31 +2,67 @@ % Please edit documentation in R/prepare_covariates.R \name{prep_covariates} \alias{prep_covariates} -\title{Prepare covariate data table} +\title{Prepare covariate data for casting} \usage{ -prep_covariates(moons = prep_moons(), - options_covariates = covariates_options()) +prep_covariates(main = ".", moons = NULL, end_moon = NULL, + lead_time = 12, min_lag = 6, cast_date = Sys.Date(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), quiet = TRUE, verbose = FALSE, + arg_checks = TRUE) } \arguments{ -\item{moons}{Class-\code{moons} \code{data.frame} containing the historic -and future newmoons, as produced by \code{\link{prep_moons}}.} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} -\item{options_covariates}{A class-\code{covariates_options} \code{list} of -settings controlling the covariates data creation.} +\item{moons}{Moons \code{data.frame}. See \code{\link{prep_moons}}.} + +\item{end_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the last sample to be included. Default value is \code{NULL}, which +equates to the most recently included sample.} + +\item{lead_time}{\code{integer} (or integer \code{numeric}) value for the +number of timesteps forward a cast will cover.} + +\item{min_lag}{\code{integer} (or integer \code{numeric}) of the minimum +covariate lag time used in any model.} + +\item{cast_date}{\code{Date} from which future is defined (the origin of +the cast). In the recurring forecasting, is set to today's date +using \code{\link{Sys.Date}}.} + +\item{control_climate_dl}{\code{list} of specifications for the download, +which are sent to \code{\link{NMME_urls}} to create the specific URLs. See +\code{\link{climate_dl_control}}.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator if detailed messages should be +shown.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} } \value{ -Covariate data table as a code{covariates}-class \code{data.frame}. +\code{data.frame} of historical and -casted covariates, combined + and saved out to \code{filename} if indicated by \code{save}. } \description{ -Prepare covariate data for forecasting or hindcasting, - including saving out the data and appending the new forecasts of - covariates to the existing covariate forecast table. +Combine the historical and cast covariate data for a model + run. \cr \cr See \code{\link{prep_hist_covariates}} and + \code{\link{prep_cast_covariates}} for the historical and -casted + covariate preparation details, respectively. } \examples{ -\dontrun{ - -setup_dir() -prep_covariates() -} - + \donttest{ + setup_dir() + prep_covariates() + } + } diff --git a/man/prep_data.Rd b/man/prep_data.Rd deleted file mode 100644 index 0d4038313..000000000 --- a/man/prep_data.Rd +++ /dev/null @@ -1,18 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/portalcast.R -\name{prep_data} -\alias{prep_data} -\title{Prepare data subdirectory for a forecast or hindcast run(s)} -\usage{ -prep_data(options_data = data_options()) -} -\arguments{ -\item{options_data}{Class-\code{data_options} \code{list} containing the -options for filling the data subdirectory. See -\code{\link{data_options}}.} -} -\description{ -Make sure that the data subdirectory has the updated files - for a forecasting run or a set of hindcasting runs. Uses the - \code{metadata.yaml} file to verify validity. -} diff --git a/man/prep_fcast_covariates.Rd b/man/prep_fcast_covariates.Rd deleted file mode 100644 index 53d51e320..000000000 --- a/man/prep_fcast_covariates.Rd +++ /dev/null @@ -1,28 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_covariates.R -\name{prep_fcast_covariates} -\alias{prep_fcast_covariates} -\title{Prepare forecast covariate data table} -\usage{ -prep_fcast_covariates(hist_cov = prep_hist_covariates(), - moons = prep_moons(), options_covariates = covariates_options()) -} -\arguments{ -\item{hist_cov}{Historical covariate data table as a code{covariates}-class -\code{data.frame}, returned from \code{\link{prep_hist_covariates}}.} - -\item{moons}{Class-\code{moons} \code{data.frame} containing the historic -and future newmoons, as produced by \code{\link{prep_moons}}.} - -\item{options_covariates}{A class-\code{covariates_options} \code{list} of -settings controlling the covariates data creation.} -} -\value{ -Covariate data table as a code{covariates}-class \code{data.frame} - ready for casting. -} -\description{ -Prepare forecasts of covariate data as needed for rodent - forecasting, including appending the new forecasts of covariates to the - existing covariate forecast table -} diff --git a/man/prep_hist_covariates.Rd b/man/prep_hist_covariates.Rd deleted file mode 100644 index e271b55d9..000000000 --- a/man/prep_hist_covariates.Rd +++ /dev/null @@ -1,19 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_covariates.R -\name{prep_hist_covariates} -\alias{prep_hist_covariates} -\title{Prepare historical covariates data} -\usage{ -prep_hist_covariates(options_covariates = covariates_options()) -} -\arguments{ -\item{options_covariates}{A class-\code{covariates_options} \code{list} of -settings controlling the covariates data creation.} -} -\value{ -Historical covariate data table as a code{covariates}-class - \code{data.frame}. -} -\description{ -Create a data table of historical weather and NDVI data. -} diff --git a/man/prep_metadata.Rd b/man/prep_metadata.Rd index 5caaa7b77..cdf4f4f99 100644 --- a/man/prep_metadata.Rd +++ b/man/prep_metadata.Rd @@ -2,38 +2,108 @@ % Please edit documentation in R/prepare_metadata.R \name{prep_metadata} \alias{prep_metadata} -\title{Prepare model metadata} +\title{Prepare a model-running metadata list} \usage{ -prep_metadata(moons = prep_moons(), rodents_list = prep_rodents_list(), - covariates = prep_covariates(), - options_metadata = metadata_options()) +prep_metadata(main = ".", models = prefab_models(), data_sets = NULL, + moons = NULL, rodents = NULL, covariates = NULL, end_moon = NULL, + start_moon = 217, lead_time = 12, min_lag = NULL, + cast_date = Sys.Date(), confidence_level = 0.95, + controls_model = NULL, controls_rodents = NULL, + control_files = files_control(), quiet = TRUE, verbose = FALSE, + arg_checks = TRUE) } \arguments{ -\item{moons}{Class-\code{moons} \code{data.frame} containing the historic -and future newmoons, as produced by \code{\link{prep_moons}}.} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} -\item{rodents_list}{A class-\code{rodents_list} \code{list} of two class- -\code{rodents} \code{data.frame}s, \code{all} (abundances on all plots) -and \code{controls} (abundances on control plots only).} +\item{models}{\code{character} vector of name(s) of model(s) to +include.} -\item{covariates}{Covariate data table as a code{covariates}-class -\code{data.frame} generated by \code{\link{prep_covariates}}} +\item{data_sets}{\code{character} vector of the rodent data set names +that the model is applied to.} -\item{options_metadata}{A class-\code{metadata_options} \code{list} of -settings controlling the metadata data creation.} +\item{moons}{Moons \code{data.frame}. See \code{\link{prep_moons}}.} + +\item{rodents}{Rodents \code{list}. See \code{\link{prep_rodents}},} + +\item{covariates}{Covariates \code{data.frame}. See +\code{\link{prep_covariates}}.} + +\item{end_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the last sample to be included. Default value is \code{NULL}, which +equates to the most recently included sample.} + +\item{start_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the first sample to be included. Default value is \code{217}, +corresponding to \code{1995-01-01}.} + +\item{lead_time}{\code{integer} (or integer \code{numeric}) value for the +number of timesteps forward a cast will cover.} + +\item{min_lag}{\code{integer} (or integer \code{numeric}) of the minimum +covariate lag time used in any model.} + +\item{cast_date}{\code{Date} from which future is defined (the origin of +the cast). In the recurring forecasting, is set to today's date +using \code{\link{Sys.Date}}.} + +\item{confidence_level}{\code{numeric} confidence level used in +summarizing model output. Must be between \code{0} and \code{1}.} + +\item{controls_model}{Additional controls for models not in the prefab +set. \cr +A \code{list} of a single model's script-writing controls or a +\code{list} of \code{list}s, each of which is a single model's +script-writing controls. \cr +Presently, each model's script writing controls +should include three elements: \code{name} (a \code{character} value of +the model name), \code{covariates} (a \code{logical} indicator of if the +model needs covariates), and \code{lag} (an \code{integer}-conformable +value of the lag to use with the covariates or \code{NA} if +\code{covariates = FALSE}). \cr +If only a single model is added, the name of +the model from the element \code{name} will be used to name the model's +\code{list} in the larger \code{list}. If multiple models are added, each +element \code{list} must be named according to the model and the +\code{name} element. \cr} + +\item{controls_rodents}{Control \code{list} or \code{list} of control +\code{list}s from \code{\link{rodents_controls}} specifying the +structuring of the rodents tables. See \code{\link{rodents_controls}} for +details.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator if detailed messages should be +shown.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} } \value{ -Model metadata as a \code{metadata}-class \code{list}. +\code{list} of casting metadata, which is also saved out as a + YAML file (\code{.yaml}) if desired. } \description{ -Set up the metadata list used for -casting, primarily the - time periods. +Sets up the metadata used for casting, in particular the + matching of time period across the data sets. This should always be run + after \code{\link{prep_moons}}, \code{\link{prep_rodents}}, and + \code{\link{prep_covariates}} before any model is run. } \examples{ -\dontrun{ - -setup_dir() -prep_metadata() -} + \donttest{ + setup_dir() + moons <- prep_moons() + rodents <- prep_rodents(moons = moons) + covariates <- prep_covariates(moons = moons) + prep_metadata(moons = moons, rodents = rodents, covariates = covariates) + } } diff --git a/man/prep_moons.Rd b/man/prep_moons.Rd deleted file mode 100644 index 062d866cd..000000000 --- a/man/prep_moons.Rd +++ /dev/null @@ -1,29 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_moons.R -\name{prep_moons} -\alias{prep_moons} -\title{Prepare temporal (lunar) data} -\usage{ -prep_moons(options_moons = moons_options()) -} -\arguments{ -\item{options_moons}{A class-\code{moons_options} \code{list} of options -for the moons data. See \code{\link{moons_options}}.} -} -\value{ -Moons data table as a code{moons}-class \code{data.frame}. -} -\description{ -Get time information (calendar dates, census periods, - newmoon numbers) associated with trapping events (achieved and missed) - based on a lunar survey schedule. If needed, additional moons will be - added to both the in-use and raw versions of the data table. -} -\examples{ -\dontrun{ - -setup_dir() -prep_moons() -} - -} diff --git a/man/prep_rodents.Rd b/man/prep_rodents.Rd index d3ac677e7..18a49125b 100644 --- a/man/prep_rodents.Rd +++ b/man/prep_rodents.Rd @@ -2,28 +2,71 @@ % Please edit documentation in R/prepare_rodents.R \name{prep_rodents} \alias{prep_rodents} -\title{Collect and process historic rodent data for -casting} +\title{Prepare a list of rodents data tables for forecasting} \usage{ -prep_rodents(moons = prep_moons(), options_rodents = rodents_options()) +prep_rodents(main = ".", moons = NULL, data_sets = NULL, + end_moon = NULL, start_moon = 217, controls_rodents = NULL, + control_files = files_control(), ref_species = all_species(), + quiet = TRUE, verbose = FALSE, arg_checks = TRUE) } \arguments{ -\item{moons}{Class-\code{moons} \code{data.frame} containing the historic -and future newmoons, as produced by \code{\link{prep_moons}}.} - -\item{options_rodents}{Class-\code{rodents_options} \code{list} of -settings controlling the rodents data creation. See -\code{\link{rodents_options}} for general creation and -\code{\link{enforce_rodents_options}} for bulk setting of options for -each of the possible data table outputs.} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{moons}{Moons \code{data.frame}. See \code{\link{prep_moons}}.} + +\item{data_sets}{\code{character} values of the treatment +types. If left as \code{NULL} (default), it is replaced with +the output from \code{\link{prefab_data_sets}}. \cr +Used to set arguments for \code{\link{prep_rodents_table}}.} + +\item{end_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the last sample to be included. Default value is \code{NULL}, which +equates to the most recently included sample.} + +\item{start_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the first sample to be included. Default value is \code{217}, +corresponding to \code{1995-01-01}.} + +\item{controls_rodents}{Control \code{list} or \code{list} of control +\code{list}s from \code{\link{rodents_controls}} specifying the +structuring of the rodents tables. See \code{\link{rodents_controls}}.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{ref_species}{\code{character}-valued vector of all possible species +names that could be used. Should be set up via \code{\link{all_species}}.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator if detailed messages should be +shown.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} } \value{ -One of two class-\code{rodents} \code{data.frame}s, - \code{all} (abundances on all plots) or \code{controls} (abundances on - control plots only). +\code{list} of \code{data.frame}s, one for each data subset + specified, as generated by \code{\link{prep_rodents_table}}. } \description{ -Prepare a particular version of the rodent dataset, tailored - for forecasting or hindcasting. Available versions of the data currently - include \code{all} (abundances on all plots) and \code{controls} - (abundances on control plots only) +This function loops around \code{\link{prep_rodents_table}}, + which wraps around \code{\link[portalr]{summarize_rodent_data}} to + produce a list of rodents \code{data.frame}s associated with multiple + sets of specifications. The default settings are for a general + portalcasting directory, which models the "all" and "controls" data + subsets. +} +\examples{ + \donttest{ + create_dir() + fill_raw() + prep_rodents() + } + } diff --git a/man/prep_rodents_list.Rd b/man/prep_rodents_list.Rd deleted file mode 100644 index c96c2eff5..000000000 --- a/man/prep_rodents_list.Rd +++ /dev/null @@ -1,35 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_rodents.R -\name{prep_rodents_list} -\alias{prep_rodents_list} -\title{Prepare historic rodent data} -\usage{ -prep_rodents_list(moons = prep_moons(), - options_rodents = rodents_options()) -} -\arguments{ -\item{moons}{Class-\code{moons} \code{data.frame} containing the historic -and future newmoons, as produced by \code{\link{prep_moons}}.} - -\item{options_rodents}{Class-\code{rodents_options} \code{list} of -settings controlling the rodents data creation. See -\code{\link{rodents_options}}.} -} -\value{ -A class-\code{rodents_list} \code{list} of two class- - \code{rodents} \code{data.frame}s, \code{all} (abundances on all plots) - and \code{controls} (abundances on control plots only). -} -\description{ -Prepare the rodent dataset, tailored for forecasting. - Specifically, return data for all plots and control plots only, for each - species except PI and the total -} -\examples{ -\dontrun{ - -setup_dir() -prep_rodents() -} - -} diff --git a/man/prep_weather_data.Rd b/man/prep_weather_data.Rd deleted file mode 100644 index 0973c56e3..000000000 --- a/man/prep_weather_data.Rd +++ /dev/null @@ -1,19 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_covariates.R -\name{prep_weather_data} -\alias{prep_weather_data} -\title{Prepare historical weather data} -\usage{ -prep_weather_data(tree = dirtree()) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} -} -\value{ -\code{data.frame} of historical weather data. -} -\description{ -Create a data table of historical weather data using - \code{\link[portalr]{weather}}. -} diff --git a/man/prepare_historical_covariates.Rd b/man/prepare_historical_covariates.Rd new file mode 100644 index 000000000..1a53558a8 --- /dev/null +++ b/man/prepare_historical_covariates.Rd @@ -0,0 +1,56 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_covariates.R +\name{prepare_historical_covariates} +\alias{prepare_historical_covariates} +\alias{prep_hist_covariates} +\alias{prep_weather_data} +\title{Prepare historical covariates data} +\usage{ +prep_hist_covariates(main = ".", end_moon = NULL, quiet = TRUE, + arg_checks = TRUE) + +prep_weather_data(main = ".", arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{end_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the last sample to be included. Default value is \code{NULL}, which +equates to the most recently included sample.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} +} +\value{ +\code{prep_hist_covariates}: historical covariate data table as a + \code{data.frame}. \cr \cr + \code{prep_weather_data}: \code{data.frame} of historical weather data. +} +\description{ +\code{prep_hist_covariates} creates a \code{data.frame} of historical + weather and NDVI data. Automatically goes all the way back to the + beginning of the available data, as the table is automatically trimmed + later. \cr \cr + \code{prep_weather_data} creates a \code{data.frame} of historical + weather data using \code{\link[portalr]{weather}}. \cr \cr + NDVI data are generated by \code{\link[portalr]{ndvi}}. +} +\examples{ + \donttest{ + create_dir() + fill_raw() + prep_hist_covariates() + prep_weather_data() + } + +} diff --git a/man/prepare_moons.Rd b/man/prepare_moons.Rd new file mode 100644 index 000000000..44de29ac8 --- /dev/null +++ b/man/prepare_moons.Rd @@ -0,0 +1,95 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_moons.R +\name{prepare_moons} +\alias{prepare_moons} +\alias{prep_moons} +\alias{format_moons} +\alias{add_future_moons} +\alias{add_extra_future_moons} +\title{Prepare lunar data for the portalcasting repository} +\usage{ +prep_moons(main = ".", lead_time = 12, cast_date = Sys.Date(), + control_files = files_control(), quiet = TRUE, verbose = FALSE, + arg_checks = TRUE) + +format_moons(moons, arg_checks = TRUE) + +add_future_moons(moons = NULL, lead_time = 12, + cast_date = Sys.Date(), control_files = files_control(), + arg_checks = TRUE) + +add_extra_future_moons(moons, cast_date = Sys.Date(), + arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{lead_time}{\code{integer} (or integer \code{numeric}) value for the +number of timesteps forward a cast will cover.} + +\item{cast_date}{\code{Date} of the cast, typically today's date (set +using \code{\link{Sys.Date}}).} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{quiet}{\code{logical} indicator controlling if messages are printed.} + +\item{verbose}{\code{logical} indicator of whether or not to print out +all of the information or not (and thus just the tidy messages).} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} + +\item{moons}{Moons \code{data.frame}.} +} +\value{ +All functions here return some version of a moons \code{data.frame} + \cr \cr. + \code{prep_moons}, \code{format_moons}: fully appended and formatted + \code{data.frame} (also saved out if \code{save = TRUE}). \cr \cr + \code{add_future_moons} and \code{add_extra_future_moons}: appropriately + appended moons + \code{data.frame}. +} +\description{ +A set of functions that get time information (calendar dates, + census periods, and newmoon numbers) associated with trapping events + (achieved and missed) based on a lunar survey schedule. If needed, + additional moons will be added to both the in-use and raw versions of + the data table. \cr \cr + \code{add_future_moons} adds future moon dates to the moon table, counting + forward from \code{cast_date}. Because the \code{moons} table might not + have the most recent moons, more rows than \code{lead_time} may need to + be added to the table. \cr \cr. \cr \cr + \code{add_extra_future_moons} adds more more moons to accomplish required + data for \code{lead_time}. Because the moon table might not have the most + recent moons, more rows than initially requested may need to be added to + the table for it to cover \code{lead_time} .\cr \cr + \code{format_moons} formats the final output table with \code{year} and + \code{month} columns formatted accordingly, and the \code{moondate} + column formatted as a \code{\link{Date}}. +} +\details{ +Sometimes the raw moon data table is not fully up-to-date. Because + the \code{portalr} functions \code{\link[portalr]{weather}} and + \code{\link[portalr]{fcast_ndvi}} point to the raw moons data, that table + needs to be updated to produce the correct current data table for + casting. +} +\examples{ + \donttest{ + create_dir() + fill_raw() + prep_moons() + pth <- file_path(files = "raw/PortalData/Rodents/moon_dates.csv") + moons <- read.csv(pth, stringsAsFactors = FALSE) + moons <- add_future_moons(moons) + format_moons(moons) + } + +} diff --git a/man/prepare_rodents_table.Rd b/man/prepare_rodents_table.Rd new file mode 100644 index 000000000..b90c13872 --- /dev/null +++ b/man/prepare_rodents_table.Rd @@ -0,0 +1,166 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_rodents.R +\name{prepare_rodents_table} +\alias{prepare_rodents_table} +\alias{prep_rodents_table} +\alias{process_rodent_data} +\title{Prepare a rodents data tables for forecasting} +\usage{ +prep_rodents_table(main = ".", moons = NULL, end_moon = NULL, + start_moon = 217, species = base_species(), total = TRUE, + interpolate = TRUE, clean = FALSE, type = "Rodents", + level = "Site", plots = "all", treatment = NULL, min_plots = 24, + min_traps = 1, output = "abundance", shape = "crosstab", + fillweight = (output != "abundance"), unknowns = FALSE, + time = "newmoon", na_drop = FALSE, + zero_drop = switch(tolower(level), plot = FALSE, treatment = TRUE, site + = TRUE), ref_species = all_species(), effort = FALSE, quiet = TRUE, + verbose = FALSE, control_files = files_control(), save = TRUE, + overwrite = TRUE, filename = "rodents_all.csv", arg_checks = TRUE) + +process_rodent_data(rodents_tab, main = ".", moons = NULL, + end_moon = NULL, start_moon = 217, species = base_species(), + total = TRUE, interpolate = FALSE, clean = FALSE, level = "Site", + treatment = NULL, na_drop = FALSE, time = "newmoon", + ref_species = all_species(), quiet = TRUE, verbose = FALSE, + arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{moons}{Moons \code{data.frame}. See \code{\link{prep_moons}}.} + +\item{end_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the last sample to be included. Default value is \code{NULL}, which +equates to the most recently included sample.} + +\item{start_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the first sample to be included. Default value is \code{217}, +corresponding to \code{1995-01-01}.} + +\item{species}{\code{character}-valued vector of species names +to include.} + +\item{total}{\code{logical} value indicating if a total +(sum across species) should be added or not. Only available if more than +one species is included.} + +\item{interpolate}{\code{logical} value indicating if the data should be +interpolated to fill in \code{NA} values (using +\code{\link[forecast]{na.interp}}).} + +\item{clean}{\code{logical} indicator of if only the rodent data +that passed QA/QC (\code{clean = TRUE}) or if all data +(\code{clean = FALSE}) should be loaded.} + +\item{type}{\code{character} value of the rodent data set type, according +to pre-existing definitions. An alternative toggle to \code{species}. \cr +Either all species +(\code{type = "Rodents"}) or only granivoes (\code{type = "Granivores"}).} + +\item{level}{\code{character} indicating the type of summary: +\code{"Plot"}, \code{"Treatment"}, or \code{"Site"}. Pipes +directly to \code{\link[portalr]{summarize_rodent_data}}.} + +\item{plots}{Specification of subset of plots. Can be a vector of +\code{numeric} plots indicators or specific sets indicated by +\code{character} values: \code{"all"} plots or \code{"Longterm"} plots +(plots that have had the same treatment for the entire time series).} + +\item{treatment}{\code{character} indicating the specific +treatment(s) to trim to if \code{level = "Treatment"}: \code{"control"}, +\code{"exclosure"}, \code{"removal"}, or \code{"spectabs"}} + +\item{min_plots}{\code{integer} (or integer \code{numeric}) of the +minimum number of plots surveyed for a survey to be used. Pipes +directly to \code{\link[portalr]{summarize_rodent_data}}.} + +\item{min_traps}{\code{integer} (or integer \code{numeric}) of the +minimum number of traps collected for a plot to be used. Pipes directly +to \code{\link[portalr]{summarize_rodent_data}}.} + +\item{output}{\code{character} indicating the type of data: +\code{"abundance"}, \code{"biomass"}, or \code{"energy"}. Pipes +directly to \code{\link[portalr]{summarize_rodent_data}}.} + +\item{shape}{\code{character} value indicating a "crosstab" or "flat" +output.} + +\item{fillweight}{\code{logical} specifier of whether to fill in unknown +weights with other records from that individual or species, where +possible.} + +\item{unknowns}{\code{logical} indicator to either remove all +individuals not identified to species (\code{unknowns = FALSE}) or +sum them in an additional column (\code{unknowns = TRUE}.} + +\item{time}{\code{character} value specifying the format of the time index +in the output. Options are \code{"period"} (sequential Portal surveys), +\code{"newmoon"} (lunar cycle numbering), and \code{"date"} (calendar +date). \cr +The default \code{time = "newmoon"} produces an equispaced observation +timestep, a common format format for discrete-time modeling.} + +\item{na_drop}{\code{logical} indicator of if \code{NA} values +(representing insufficient sampling) should be dropped.} + +\item{zero_drop}{\code{logical} indicator of if \code{0} values +(representing sufficient sampling but no detection) should be dropped.} + +\item{ref_species}{\code{character} vector of the reference species. Sets +a boundary outside of the species included in the model.} + +\item{effort}{\code{logical} indicator of if the effort columns should +be included in the output.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator if detailed messages should be +shown.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}. +Only used here to point to the moons data.} + +\item{save}{\code{logical} indicator controlling if the output should +be saved out.} + +\item{overwrite}{\code{logical} indicator of whether or not the existing +files should be updated (most users should leave as \code{TRUE}).} + +\item{filename}{\code{character} name of the file for saving the +output. The extension of the filename may be used for identifying +object requirements (for example, if the extension of \code{filename} is +\code{".csv"}, it will trigger use of \code{\link[utils]{write.csv}}).} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} + +\item{rodents_tab}{Rodents \code{data.frame} data table.} +} +\value{ +\code{data.frame} for the specified data set. +} +\description{ +This function wraps around + \code{\link[portalr]{summarize_rodent_data}} to + produce a \code{data.frame}s associated with a set of data + specifications. +} +\examples{ + \donttest{ + create_dir() + fill_raw() + prep_rodents_table() + } + +} diff --git a/man/read_cast.Rd b/man/read_cast.Rd deleted file mode 100644 index a47e82f66..000000000 --- a/man/read_cast.Rd +++ /dev/null @@ -1,50 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R -\name{read_cast} -\alias{read_cast} -\alias{read_casts} -\title{Read in a cast file or multiple cast files and set the class} -\usage{ -read_cast(tree = dirtree(), cast_type = "forecasts", - cast_date = NULL) - -read_casts(tree = dirtree(), cast_type = "forecasts", - cast_dates = NULL) -} -\arguments{ -\item{tree}{\code{dirtree}-class list. See \code{\link{dirtree}}.} - -\item{cast_type}{\code{character} value of the type of -cast of model. Used -to select the file in the predictions subdirectory. Currently only -reliably coded for \code{"forecasts"}.} - -\item{cast_date}{\code{Date} the predictions were made. Used to select the -file in the predictions subdirectory. Can only be length 1 and if -\code{NULL} (default), selects the most recent -casts.} - -\item{cast_dates}{\code{Date}s the predictions were made. Used to select -the files in the predictions subdirectory. Can be length 1 or more and if -\code{NULL} (default), selects all available -casts.} -} -\value{ -Class \code{casts} \code{data.frame} of requested fore- or - hindcasts. -} -\description{ -Read in a specified forecast or hindcast data file and ensure - its class attribute is appropriate for usage within the portalcasting - pipeline. Current not reliably coded for hindcasts. - \cr \cr \code{read_cast}: Only allows for a single date and defaults to - the most recent. - \cr \cr \code{read_casts}: Allows for multiple dates and defaults to all. -} -\examples{ -\dontrun{ - -setup_dir() -portalcast() -read_cast() -read_casts() -} - -} diff --git a/man/read_cast_tab.Rd b/man/read_cast_tab.Rd new file mode 100644 index 000000000..964dc8524 --- /dev/null +++ b/man/read_cast_tab.Rd @@ -0,0 +1,38 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/process_casts.R +\name{read_cast_tab} +\alias{read_cast_tab} +\title{Read in the cast tab output from a given cast} +\usage{ +read_cast_tab(main = ".", cast_id = NULL, arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{cast_id}{\code{integer} (or integer \code{numeric}) value +representing the cast of interest, as indexed within the directory in +the \code{casts} sub folder. See the casts metadata file +(\code{casts_metadata.csv}) for summary information. If \code{NULL} (the +default), the most recent generated \code{cast_tab} is read in.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{data.frame} of the \code{cast_tab}. +} +\description{ +Retrieve the \code{cast_tab} of a cast in the casts + sub directory. +} +\examples{ + \donttest{ + setup_dir() + portalcast(models = c("AutoArima", "NaiveArima"), end_moons = 515:520) + read_cast_tab(cast_id = 1) +} + +} diff --git a/man/read_casts_metadata.Rd b/man/read_casts_metadata.Rd new file mode 100644 index 000000000..58819aea1 --- /dev/null +++ b/man/read_casts_metadata.Rd @@ -0,0 +1,34 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/process_casts.R +\name{read_casts_metadata} +\alias{read_casts_metadata} +\title{Read in the casts metadata file} +\usage{ +read_casts_metadata(main = ".", quiet = FALSE, arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +Data requested. +} +\description{ +Read in the casts metadata file. If the data file does not + exist, an effort is made to create the file. +} +\examples{ + \donttest{ + setup_dir() + read_casts_metadata() + } + +} diff --git a/man/read_data.Rd b/man/read_data.Rd index 0799f8fef..dd6d2ed05 100644 --- a/man/read_data.Rd +++ b/man/read_data.Rd @@ -1,66 +1,99 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_data.R +% Please edit documentation in R/data_input_output.R \name{read_data} \alias{read_data} -\alias{read_all} -\alias{read_controls} +\alias{read_rodents_table} +\alias{read_rodents} \alias{read_covariates} -\alias{read_covariate_forecasts} +\alias{read_covariate_casts} \alias{read_moons} \alias{read_metadata} \title{Read in a data file and format it for specific class} \usage{ -read_data(tree = dirtree(), data_name) +read_data(main = ".", data_name = NULL, data_set = "all", + data_sets = c("all", "controls"), control_files = files_control(), + arg_checks = TRUE) -read_all(tree = dirtree()) +read_rodents_table(main = ".", data_set = "all", arg_checks = TRUE) -read_controls(tree = dirtree()) +read_rodents(main = ".", data_sets = c("all", "controls"), + arg_checks = TRUE) -read_covariates(tree = dirtree()) +read_covariates(main = ".", control_files = files_control(), + arg_checks = TRUE) -read_covariate_forecasts(tree = dirtree()) +read_covariate_casts(main = ".", control_files = files_control(), + quiet = FALSE, verbose = FALSE, arg_checks = TRUE) -read_moons(tree = dirtree()) +read_moons(main = ".", control_files = files_control(), + arg_checks = TRUE) -read_metadata(tree = dirtree()) +read_metadata(main = ".", control_files = files_control(), + arg_checks = TRUE) } \arguments{ -\item{tree}{\code{dirtree}-class list. See \code{\link{dirtree}}.} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} \item{data_name}{\code{character} representation of the data needed. -Current options include \code{"all"}, \code{"controls"}, +Current options include \code{"rodents"}, \code{"rodents_table"}, \code{"covariates"}, \code{"covariate_forecasts"}, \code{"moons"}, and \code{"metadata"}.} + +\item{data_set, data_sets}{\code{character} representation of the grouping +name(s) used to define the rodents. Standard options are \code{"all"} and +\code{"controls"}. \code{data_set} can only be length 1, +\code{data_sets} is not restricted in length.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator of whether or not to print out +all of the information or just tidy messages.} } \value{ -Data requested with appropriate classes. +Data requested. } \description{ -Read in a specified data file and ensure its class attribute - is appropriate for usage within the portalcasting pipeline. Current - options include \code{"all"}, \code{"controls"}, \code{"covariates"}, - \code{"covariate_forecasts"}, \code{"moons"}, and \code{"metadata"}. - And are available as calls to \code{read_data} with a specified - \code{data_name} or as calls to the specific \code{read_} - functions (like \code{read_moons}). +Read in a specified data file. \cr \cr + Current options include \code{"rodents"} (produces a list), + \code{"rodents_table"} (produces a rodents table), \code{"covariates"}, + \code{"covariate_casts"}, \code{"moons"}, and \code{"metadata"}, which + are available as calls to \code{read_data} with a specified + \code{data_name} or as calls to the specific \code{read_} + functions (like \code{read_moons}). \cr \cr + If the requested data do not exist, an effort is made to prepare them + using the associated \code{prep_} functions (like + \code{prep_moons}).\cr \cr + \code{read_cov_casts} reads in the current or (if no current version) + local archived version of the covariate casts. } \examples{ -\dontrun{ - -setup_dir() -read_data(data_name = "all") -read_data(data_name = "controls") -read_data(data_name = "covariates") -read_data(data_name = "covariate_forecasts") -read_data(data_name = "moons") -read_data(data_name = "metadata") +\donttest{ + setup_dir() + read_data(data_name = "rodents") + read_data(data_name = "rodents_table") + read_data(data_name = "rodents_table", data_set = "controls") + read_data(data_name = "covariates") + read_data(data_name = "covariate_casts") + read_data(data_name = "moons") + read_data(data_name = "metadata") -read_all() -read_controls() -read_covariates() -read_covariate_forecasts() -read_moons() -read_metadata() + read_rodents() + read_rodents_table() + read_covariates() + read_covariate_casts() + read_moons() + read_metadata() } } diff --git a/man/remove_incompletes.Rd b/man/remove_incompletes.Rd index 0bcb07c46..cceb63f8f 100644 --- a/man/remove_incompletes.Rd +++ b/man/remove_incompletes.Rd @@ -4,19 +4,29 @@ \alias{remove_incompletes} \title{Remove any specific incomplete entries as noted by an NA} \usage{ -remove_incompletes(df, colname) +remove_incompletes(df, colname, arg_checks = TRUE) } \arguments{ \item{df}{\code{data.frame} table to be written out.} \item{colname}{A single \code{character} value of the column to use to remove incomplete entries.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} } \value{ -df without any incomplete entries. +\code{df} without any incomplete entries. } \description{ Remove any incomplete entries in a table, as determined by - the presence of an \code{NA} entry in a specific column - (\code{col_to_check}). + the presence of an \code{NA} entry in a specific column + (\code{colname}). +} +\examples{ + df <- data.frame(c1 = c(1:9, NA), c2 = 11:20) + remove_incompletes(df, "c1") + } diff --git a/man/remove_spp.Rd b/man/remove_spp.Rd deleted file mode 100644 index 14dd64059..000000000 --- a/man/remove_spp.Rd +++ /dev/null @@ -1,20 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_rodents.R -\name{remove_spp} -\alias{remove_spp} -\title{Remove species from the rodent data table} -\usage{ -remove_spp(rodents, drop_spp = rodents_options()$drop_spp) -} -\arguments{ -\item{rodents}{Class-\code{rodents} \code{data.table} of rodent data.} - -\item{drop_spp}{\code{character} vector of species name(s) (column header) -to drop from \code{data} or \code{NULL} to not drop any species.} -} -\value{ -Trimmed \code{rodents}. -} -\description{ -Remove species from the rodent data table -} diff --git a/man/return_if_null.Rd b/man/return_if_null.Rd new file mode 100644 index 000000000..729067752 --- /dev/null +++ b/man/return_if_null.Rd @@ -0,0 +1,33 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utilities.R +\name{return_if_null} +\alias{return_if_null} +\title{If a value is NULL, trigger the parent function's return} +\usage{ +return_if_null(x, value = NULL) +} +\arguments{ +\item{x}{Focal input.} + +\item{value}{If \code{x} is \code{NULL}, \code{\link{return}} this input +from the parent function.} +} +\value{ +If \code{x} is not \code{NULL}, \code{NULL} is returned. If + \code{x} is \code{NULL}, the result of \code{\link{return}} with + \code{value} as its input evaluated within the parent function's + environment is returned. +} +\description{ +If the focal input is \code{NULL}, return \code{value} from + the parent function. Should only be used within a function. +} +\examples{ + ff <- function(x = 1, null_return = "hello"){ + return_if_null(x, null_return) + x + } + ff() + ff(NULL) + +} diff --git a/man/rodent_species.Rd b/man/rodent_species.Rd new file mode 100644 index 000000000..409b089dc --- /dev/null +++ b/man/rodent_species.Rd @@ -0,0 +1,64 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_rodents.R +\name{rodent_species} +\alias{rodent_species} +\alias{all_species} +\alias{base_species} +\alias{evalplot_species} +\title{Rodent species abbreviations} +\usage{ +rodent_species(species = NULL, set = NULL, nadot = FALSE, + total = FALSE, arg_checks = TRUE) + +all_species(species = NULL, nadot = FALSE, total = FALSE, + arg_checks = TRUE) + +base_species(species = NULL, nadot = FALSE, total = FALSE, + arg_checks = TRUE) + +evalplot_species(species = NULL, nadot = FALSE, total = TRUE, + arg_checks = TRUE) +} +\arguments{ +\item{species}{\code{character}-valued vector of species names to include.} + +\item{set}{\code{character} input of a specified set of species. +Default entry (\code{"base"}) returns the standard set of all species +included. Other options include \code{"wtotal"} (same as \code{"base"} +but with "total" as well) and \code{"evalplot"} which only returns a +subset of common species to be included in the evaluations plots.} + +\item{nadot}{\code{logical} indicator if the dot should be added to the +\code{"NA"} species name. Defaults to \code{FALSE}.} + +\item{total}{\code{logical} value indicating if \code{"total"} should be +added or not.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} +} +\value{ +\code{character} vector of species abbreviations. +} +\description{ +Creates a simple \code{character} vector of abbreviations for + the \href{https://portal.naturecast.org/profiles.html}{Portal Rodents}. +} +\examples{ + rodent_species() + rodent_species(set = "all") + rodent_species("BA") + rodent_species("BA", set = "all") + all_species() + all_species(nadot = TRUE) + all_species(total = TRUE) + base_species() + evalplot_species() + +} diff --git a/man/rodent_spp.Rd b/man/rodent_spp.Rd deleted file mode 100644 index d897bcc13..000000000 --- a/man/rodent_spp.Rd +++ /dev/null @@ -1,34 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_rodents.R -\name{rodent_spp} -\alias{rodent_spp} -\title{Rodent species abbreviations} -\usage{ -rodent_spp(species_set = "base", nadot = FALSE) -} -\arguments{ -\item{species_set}{\code{character} input of a specified set of species. -Default entry (\code{"base"}) returns the standard set of all species -included. Other options include \code{"wtotal"} (same as \code{"base"} -but with "total" as well) and \code{"evalplot"} which only returns a -subset of common species to be included in the evaluations plots.} - -\item{nadot}{\code{logical} indicator if the dot should be added to the -\code{"NA"} species name. Defaults to \code{FALSE}.} -} -\value{ -\code{character} vector of species abbreviations. -} -\description{ -Creates a simple \code{character} vector of abbreviations for - the \href{https://portal.naturecast.org/profiles.html}{Portal Rodents}. -} -\examples{ -\dontrun{ - -rodent_spp() -rodent_spp("wtotal") -rodent_spp("evalplot") -} - -} diff --git a/man/rodents_control.Rd b/man/rodents_control.Rd new file mode 100644 index 000000000..614992bbb --- /dev/null +++ b/man/rodents_control.Rd @@ -0,0 +1,122 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_rodents.R +\name{rodents_control} +\alias{rodents_control} +\title{Create a control lists for generating a rodents data table} +\usage{ +rodents_control(name = "name", species = base_species(), + total = TRUE, interpolate = FALSE, clean = FALSE, + type = "Rodents", level = "Site", plots = "all", + treatment = NULL, min_plots = 24, min_traps = 1, + output = "abundance", fillweight = (output != "abundance"), + unknowns = FALSE, time = "newmoon", na_drop = FALSE, + zero_drop = switch(tolower(level), plot = FALSE, treatment = TRUE, site + = TRUE), effort = FALSE, filename = paste0("rodents_", name, ".csv"), + arg_checks = TRUE) +} +\arguments{ +\item{name}{\code{character} value of the rodent data set name +used to enforce certain arguments. Currently used prefab data +sets are \code{"all"}, \code{"all_interp"}, \code{"controls"}, +and \code{"controls_interp"}.} + +\item{species}{\code{character}-valued vector of species names +to include.} + +\item{total}{\code{logical} value indicating if a total +(sum across species) should be added or not. Only available if more than +one species is included.} + +\item{interpolate}{\code{logical} value indicating if the data should be +interpolated to fill in \code{NA} values (using +\code{\link[forecast]{na.interp}}).} + +\item{clean}{\code{logical} indicator of if only the rodent data +that passed QA/QC (\code{clean = TRUE}) or if all data +(\code{clean = FALSE}) should be loaded.} + +\item{type}{\code{character} value of the rodent data set type, according +to pre-existing definitions. An alternative toggle to \code{species}. \cr +Either all species +(\code{type = "Rodents"}) or only granivoes (\code{type = "Granivores"}).} + +\item{level}{\code{character} indicating the type of summary: +\code{"Plot"}, \code{"Treatment"}, or \code{"Site"}. Pipes +directly to \code{\link[portalr]{summarize_rodent_data}}.} + +\item{plots}{Specification of subset of plots. Can be a vector of +\code{numeric} plots indicators or specific sets indicated by +\code{character} values: \code{"all"} plots or \code{"Longterm"} plots +(plots that have had the same treatment for the entire time series).} + +\item{treatment}{\code{character} indicating the specific +treatment(s) to trim to if \code{level = "Treatment"}: \code{"control"}, +\code{"exclosure"}, \code{"removal"}, or \code{"spectabs"}} + +\item{min_plots}{\code{integer} (or integer \code{numeric}) of the +minimum number of plots surveyed for a survey to be used. Pipes +directly to \code{\link[portalr]{summarize_rodent_data}}.} + +\item{min_traps}{\code{integer} (or integer \code{numeric}) of the +minimum number of traps collected for a plot to be used. Pipes directly +to \code{\link[portalr]{summarize_rodent_data}}.} + +\item{output}{\code{character} indicating the type of data: +\code{"abundance"}, \code{"biomass"}, or \code{"energy"}. Pipes +directly to \code{\link[portalr]{summarize_rodent_data}}.} + +\item{fillweight}{\code{logical} specifier of whether to fill in unknown +weights with other records from that individual or species, where +possible.} + +\item{unknowns}{\code{logical} indicator to either remove all +individuals not identified to species (\code{unknowns = FALSE}) or +sum them in an additional column (\code{unknowns = TRUE}.} + +\item{time}{\code{character} value specifying the format of the time index +in the output. Options are \code{"period"} (sequential Portal surveys), +\code{"newmoon"} (lunar cycle numbering), and \code{"date"} (calendar +date). \cr +The default \code{time = "newmoon"} produces an equispaced observation +timestep, a common format format for discrete-time modeling.} + +\item{na_drop}{\code{logical} indicator of if \code{NA} values +(representing insufficient sampling) should be dropped.} + +\item{zero_drop}{\code{logical} indicator of if \code{0} values +(representing sufficient sampling but no detection) should be dropped.} + +\item{effort}{\code{logical} indicator of if the effort columns should +be included in the output.} + +\item{filename}{\code{character} name of the file for saving the +output. The extension of the filename may be used for identifying +object requirements (for example, if the extension of \code{filename} is +\code{".csv"}, it will trigger use of \code{\link[utils]{write.csv}}).} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +Named \code{list} of \code{data_set}'s data-generating controls, + for input as part of \code{controls_rodents} in + \code{\link{prep_rodents}}. +} +\description{ +Given the number of arguments into + \code{\link[portalr]{summarize_rodent_data}} via + \code{\link{prep_rodents_table}}, it helps to have a control \code{list} + to organize them. \code{rodents_control} provides a template for the + controls \code{list} used to define the specific arguments for a user's + novel data set, setting the formal arguments to the basic default + values +} +\examples{ + rodents_controls(c("all", "controls")) + all_PPonly <- rodents_control("all_PPonly", species = "PP") + rodents_controls("all_PPonly", all_PPonly, arg_checks = FALSE) + rodents_controls(c("all", "all_PPonly"), all_PPonly, arg_checks = FALSE) + +} diff --git a/man/rodents_controls.Rd b/man/rodents_controls.Rd new file mode 100644 index 000000000..a27c770ec --- /dev/null +++ b/man/rodents_controls.Rd @@ -0,0 +1,128 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_rodents.R +\name{rodents_controls} +\alias{rodents_controls} +\title{Create control lists for generating rodents data tables} +\usage{ +rodents_controls(data_sets = NULL, controls_rodents = NULL, + arg_checks = TRUE) +} +\arguments{ +\item{data_sets}{\code{character} value(s) of the rodent data set name(s) +used to enforce certain arguments. Currently available prefab data +sets are \code{"all"}, \code{"all_interp"}, \code{"controls"} and +\code{"controls_interp"}.} + +\item{controls_rodents}{Additional controls for datasets not in the +prefab set. \cr +A \code{list} of a single dataset's controls or a \code{list} of +\code{list}s, each of which is a single dataset's controls. \cr \cr +Presently, each dataset's controls should include 18 elements, as +our \code{\link{rodents_control}} template shows: +\itemize{ + \item \code{name}: \code{character} value of the data set's name, + \item \code{species}: \code{character}-valued vector of species names + to include. + \item \code{total}: \code{logical} value indicating if a total + (sum across species) should be added or not. Only available if more than + one species is included. + \item \code{interpolate}: \code{logical} value indicating if the + \code{NA} values should be interpolated. + \item \code{clean}: \code{logical} indicator of if only the rodent data + that passed QA/QC (\code{clean = TRUE}) or if all data + (\code{clean = FALSE}) should be loaded. + \item \code{type}: \code{character} value of the rodent data set type, + according to pre-existing definitions. An alternative toggle to + \code{species}. \cr + Either all species + (\code{type = "Rodents"}) or only granivoes + (\code{type = "Granivores"}). + \item \code{level}: \code{character} indicating the type of summary: + \code{"Plot"}, \code{"Treatment"}, or \code{"Site"}. Pipes + directly to \code{\link[portalr]{summarize_rodent_data}}. + \item \code{plots}: Specification of subset of plots. Can be a vector of + \code{numeric} plots indicators or specific sets indicated by + \code{character} values: \code{"all"} plots or \code{"Longterm"} plots + (plots that have had the same treatment for the entire time series). + \item \code{treatment}: \code{character} indicating the specific + treatment(s) to trim to if \code{level = "Treatment"}: \code{"control"}, + \code{"exclosure"}, \code{"removal"}, or \code{"spectabs"} + \item \code{min_plots}: \code{integer} (or integer \code{numeric}) of the + minimum number of plots surveyed for a survey to be used. Pipes + directly to \code{\link[portalr]{summarize_rodent_data}}. + \item \code{min_traps}: \code{integer} (or integer \code{numeric}) of the + minimum number of traps collected for a plot to be used. Pipes directly + to \code{\link[portalr]{summarize_rodent_data}}. + \item \code{output}: \code{character} indicating the type of data: + \code{"abundance"}, \code{"biomass"}, or \code{"energy"}. Pipes + directly to \code{\link[portalr]{summarize_rodent_data}}. + \item \code{fillweight}: \code{logical} specifier of whether to fill in + unknown weights with other records from that individual or species, + where possible. + \item \code{unknowns}: \code{logical} indicator to either remove all + individuals not identified to species (\code{unknowns = FALSE}) or + sum them in an additional column (\code{unknowns = TRUE}). + \item \code{time}: \code{character} value specifying the format of the + time index in the output. Options are \code{"period"} (sequential + Portal surveys), \code{"newmoon"} (lunar cycle numbering), and + \code{"date"} (calendar date). \cr + The default \code{time = "newmoon"} produces an equispaced observation + timestep, a common format format for discrete-time modeling. + \item \code{na_drop}: \code{logical} indicator of if \code{NA} values + (representing insufficient sampling) should be dropped. + \item \code{zero_drop}: \code{logical} indicator of if \code{0} values + (representing sufficient sampling but no detection) should be dropped. + \item \code{effort}: \code{logical} indicator of if the effort columns + should be included in the output. + \item \code{filename}: \code{character} name of the file for saving the + output. +} +If only a single dataset is added, the name of the set from the element +\code{data_set} will be used to name the model's \code{list} in the +larger \code{list}. If multiple models are added, each element \code{list} +must be named according to the dataset and the \code{data_set} element.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +Named \code{list} of length equal to the number of elements in + \code{data_sets} and with elements that are each + \code{list}s of those \code{data_set}'s data-generating controls, for + input as \code{controls_rodents} in \code{\link{prep_rodents}}. +} +\description{ +Given the number of arguments into + \code{\link[portalr]{summarize_rodent_data}} via + \code{\link{prep_rodents_table}}, it helps to have a control \code{list} + to organize them. \cr \cr + \code{rodents_controls} produces the \code{list}s for any user-requested + datasets from the prefab datasets (\code{\link{prefab_data_sets}}) and any + user-defined sets. \code{\link{rodents_control}} provides a template + for the controls \code{list} which can be used to define the specific + arguments for a user's novel data set. +} +\details{ +Any data set that is part of the \code{prefab} rodents data sets + (\code{c("all", "controls", "all_interp", "controls_interp")}) has its + controls already included internally via the non-exported function + \code{prefab_rodents_controls}. Users only need to include controls for + non-prefab \code{data_sets}. \cr \cr + Any user-defined \code{data_sets} that are not included in + \code{controls_rodents} will throw an error. \cr \cr + If any user-defined \code{controls_rodents} duplicate any existing + controls for the prefab data sets or if \code{controls_r} contains any + duplicate named elements, an error will be thrown. \cr \cr + Users interested in adding data sets to the prefab rodent data sets + should add the controls to the \code{prefab_rodents_controls} + non-exported function found in the \code{prepare_rodents.R} script. +} +\examples{ + rodents_controls(c("all", "controls")) + all_PPonly <- rodents_control("all_PPonly", species = "PP") + rodents_controls("all_PPonly", all_PPonly, arg_checks = FALSE) + rodents_controls(c("all", "all_PPonly"), all_PPonly, arg_checks = FALSE) + +} diff --git a/man/save_cast_output.Rd b/man/save_cast_output.Rd new file mode 100644 index 000000000..4419f6266 --- /dev/null +++ b/man/save_cast_output.Rd @@ -0,0 +1,66 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/process_casts.R +\name{save_cast_output} +\alias{save_cast_output} +\title{Save cast output to files} +\usage{ +save_cast_output(cast = NULL, main = ".", quiet = FALSE, + arg_checks = TRUE) +} +\arguments{ +\item{cast}{Output from a model function (e.g., +\code{\link{AutoArima}}) run on any rodents data set. Required to be a +\code{list}, but otherwise has minimal strict requirements. \cr +Names of the elements of the list (such as \code{"metadat"}) indicate the +specific saving procedures that happens to each of them. +See \code{Details} section for specifics.} + +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +Relevant elements are saved to external files, and \code{NULL} is + returned. +} +\description{ +Save out any output from a cast of a model for a data set and + update the cast metadata file accordingly to track the saved output. \cr + Most users will want to at least save out model metadata and a table of + predictions. +} +\details{ +Currently, four generalized output components are recognized and + indicated by the names of the elements of \code{cast}. + \itemize{ + \item \code{"metadata"}: saved out with \code{\link[yaml]{as.yaml}}. Will + typically be the model-specific metadata from the + \code{data/metadata.yaml} file, but can more generally be any + appropriate object (typically a \code{list}). + \item \code{"cast_tab"}: saved using \code{\link{write.csv}}, so is + assumed to be a table such as a \code{matrix} or \code{data.frame} + or coercible to one. Used to summarize the output across instances + of the model (across multiple species, for example). + \item \code{"model_fits"}: saved out via \code{\link{save}}, so quite + flexible with respect to object structure. Is used to save actual model + fit/return objects so that models do not need to be refit later. + \item \code{"casts"}: saved with \code{\link{save}}, so quite + flexible with respect to object structure. Is used to save \code{list}s + of predictions across multiple instances of the model. + } +} +\examples{ + \donttest{ + setup_dir() + out <- AutoArima() + save_cast_output(out) + } + +} diff --git a/man/save_forecast_output.Rd b/man/save_forecast_output.Rd deleted file mode 100644 index bc595bb4b..000000000 --- a/man/save_forecast_output.Rd +++ /dev/null @@ -1,26 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R -\name{save_forecast_output} -\alias{save_forecast_output} -\title{Save forecast output to files} -\usage{ -save_forecast_output(all, controls, model, tree) -} -\arguments{ -\item{all}{Output from a forecasting model function (e.g., -\code{\link{AutoArima}}) run on the "all" data. Required to be a -\code{list} with two elements named \code{forecast} and \code{aic}.} - -\item{controls}{Output from a forecasting model function (e.g., -\code{\link{AutoArima}}) run on the "controls" data. Required to be a -\code{list} with two elements named \code{forecast} and \code{aic}.} - -\item{model}{\code{character} value of the name of the model.} - -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} -} -\description{ -Save out the forecast abundances and AIC values from a given - set of forecasts on all and control-only rodent data. -} diff --git a/man/select_casts.Rd b/man/select_casts.Rd index c9ac6da9d..5aaa38606 100644 --- a/man/select_casts.Rd +++ b/man/select_casts.Rd @@ -1,45 +1,57 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R +% Please edit documentation in R/process_casts.R \name{select_casts} \alias{select_casts} -\title{Select the specific fore- or hindcast from a casts table} +\title{Find casts that fit specifications} \usage{ -select_casts(casts, species = NULL, level = NULL, models = NULL, - newmoonnumbers = NULL) +select_casts(main = ".", cast_ids = NULL, end_moons = NULL, + models = NULL, data_sets = NULL, quiet = FALSE, + arg_checks = TRUE) } \arguments{ -\item{casts}{Class \code{casts} \code{data.frame} of requested fore- or -hindcasts to be selected from.} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} -\item{species}{\code{character} value(s) of the species code(s) or -\code{"total"} for the total across species. If \code{NULL}, all species -and "total" are returned.} +\item{cast_ids}{\code{integer} (or integer \code{numeric}) values +representing the casts of interest, as indexed within the directory in +the \code{casts} sub folder. See the casts metadata file +(\code{casts_metadata.csv}) for summary information.} -\item{level}{\code{character} value of the level of interest (\code{"All"} -or \code{"Controls"}). If \code{NULL}, all levels are returned.} +\item{end_moons}{\code{integer} (or integer \code{numeric}) +newmoon numbers of the forecast origin. Default value is +\code{NULL}, which equates to no selection with respect to +\code{end_moon}.} -\item{models}{\code{character} value(s) of the name(s) (or -\code{"Ensemble"}) of the model(s) of interest. If \code{NULL}, all -models are returned.} +\item{models}{\code{character} values of the names of the models to +include. Default value is \code{NULL}, which equates to no selection with +respect to \code{model}.} -\item{newmoonnumbers}{\code{integer}-conformable value(s) of the -newmoonnumber(s) of interest. If \code{NULL}, all newmoons are returned.} +\item{data_sets}{\code{character} values of the rodent data sets to include +Default value is \code{NULL}, which equates to no selection with +respect to \code{data_set}.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} } \value{ -Class \code{casts} \code{data.frame} of trimmed fore- or - hindcasts. +\code{data.frame} of the \code{cast_tab}. } \description{ -Given a \code{casts}-class \code{data.frame} of many models' - predictions, select a specific subset for use. +Determines the casts that match user specifications. \cr + Functionally, a wrapper on \code{\link{read_casts_metadata}} with + filtering for specifications that provides a simple user interface to + the large set of available casts via the metadata. } \examples{ -\dontrun{ - -setup_dir() -portalcast() -casts <- read_casts() -scasts <- select_casts(casts) + \donttest{ + setup_dir() + portalcast(models = c("AutoArima", "NaiveArima"), end_moons = 515:520) + select_casts(models = "AutoArima") } } diff --git a/man/select_most_ab_spp.Rd b/man/select_most_ab_spp.Rd deleted file mode 100644 index fea7b6ed6..000000000 --- a/man/select_most_ab_spp.Rd +++ /dev/null @@ -1,53 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R -\name{select_most_ab_spp} -\alias{select_most_ab_spp} -\title{Select the most abundant species from a forecast or hindcast} -\usage{ -select_most_ab_spp(topx = 3, tree = dirtree(), - species = rodent_spp(), level = "Controls", - cast_type = "forecasts", cast_date = NULL, model = "Ensemble", - lead = 1, from_date = NULL) -} -\arguments{ -\item{topx}{\code{integer}-conformable numeric value for the top number of -species to select.} - -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} - -\item{species}{\code{character} vector of the species codes (or -\code{"total"} for the total across species) to be selected from or -\code{NULL} to include all species and the total.} - -\item{level}{\code{character} value of the level of interest (\code{"All"} -or \code{"Controls"}).} - -\item{cast_type}{\code{character} value of the type of -cast of model. Used -to select the file in the predictions subdirectory. Currently only -reliably coded for \code{"forecasts"}.} - -\item{cast_date}{\code{Date} the predictions were made. Used to select the -file in the predictions subdirectory. If \code{NULL} (default), the -most recently made -cast is selected.} - -\item{model}{\code{character} value of the name (or \code{"Ensemble"}) of -the model to be plotted.} - -\item{lead}{\code{integer}-conformable lead of the newmoon number used to -select the data plotted.} - -\item{from_date}{\code{Date} to be used as a reference of when to count -the \code{lead} from. If \code{NULL} (default), for -\code{cast_type = "forecasts"}, \code{from_date = cast_date} and -\code{plot_cast_point} is not yet reliable for -\code{cast_type = "hindcasts"}.} -} -\value{ -\code{character} vector of length \code{topx} of the species codes - (see \code{\link{rodent_spp}}) of the selected species. -} -\description{ -Given a forecast or hindcast, determine the most abundant - species predicted. Currently only reliable for forecasts. -} diff --git a/man/setup_dir.Rd b/man/setup_dir.Rd index 6ce2cc86f..b17857fc1 100644 --- a/man/setup_dir.Rd +++ b/man/setup_dir.Rd @@ -1,26 +1,125 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/directory.R +% Please edit documentation in R/setup_dir.R \name{setup_dir} \alias{setup_dir} -\title{Set up a full forecasting directory} +\alias{setup_production} +\alias{setup_sandbox} +\title{Create and fill a forecasting directory} \usage{ -setup_dir(options_all = all_options()) +setup_dir(main = ".", models = prefab_models(), end_moon = NULL, + start_moon = 217, lead_time = 12, confidence_level = 0.95, + cast_date = Sys.Date(), controls_model = NULL, + controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = zenodo_downloads(c("1215988", "833438")), quiet = FALSE, + verbose = FALSE, arg_checks = TRUE) + +setup_production(main = ".", models = prefab_models(), + end_moon = NULL, start_moon = 217, lead_time = 12, + cast_date = Sys.Date(), confidence_level = 0.95, + controls_model = NULL, controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = zenodo_downloads(c("1215988", "833438")), quiet = FALSE, + verbose = TRUE, arg_checks = TRUE) + +setup_sandbox(main = ".", models = prefab_models(), end_moon = NULL, + start_moon = 217, lead_time = 12, confidence_level = 0.95, + cast_date = Sys.Date(), controls_model = NULL, + controls_rodents = rodents_controls(), + control_climate_dl = climate_dl_control(), + control_files = files_control(), + downloads = zenodo_downloads(c("1215988", "833438")), quiet = FALSE, + verbose = TRUE, arg_checks = FALSE) } \arguments{ -\item{options_all}{Class-\code{all_options} list containing all options -available for controlling the set up and population of the directory (see -\code{\link{all_options}}).} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{models}{\code{character} vector of name(s) of model(s) to +include.} + +\item{end_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the last sample to be included. Default value is \code{NULL}, which +equates to the most recently included sample.} + +\item{start_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the first sample to be included. Default value is \code{217}, +corresponding to \code{1995-01-01}.} + +\item{lead_time}{\code{integer} (or integer \code{numeric}) value for the +number of timesteps forward a cast will cover.} + +\item{confidence_level}{\code{numeric} confidence level used in +summarizing model output. Must be between \code{0} and \code{1}.} + +\item{cast_date}{\code{Date} from which future is defined (the origin of +the cast). In the recurring forecasting, is set to today's date +using \code{\link{Sys.Date}}.} + +\item{controls_model}{Additional controls for models not in the prefab +set. \cr +A \code{list} of a single model's script-writing controls or a +\code{list} of \code{list}s, each of which is a single model's +script-writing controls. \cr +Presently, each model's script writing controls +should include three elements: \code{name} (a \code{character} value of +the model name), \code{covariates} (a \code{logical} indicator of if the +model needs covariates), and \code{lag} (an \code{integer}-conformable +value of the lag to use with the covariates or \code{NA} if +\code{covariates = FALSE}). \cr +If only a single model is added, the name of +the model from the element \code{name} will be used to name the model's +\code{list} in the larger \code{list}. If multiple models are added, each +element \code{list} must be named according to the model and the +\code{name} element. \cr} + +\item{controls_rodents}{Control \code{list} or \code{list} of \code{list}s +(from \code{\link{rodents_controls}}) specifying the structuring of the +rodents tables. See \code{\link{rodents_controls}} for details.} + +\item{control_climate_dl}{\code{list} of specifications for the download, +which are sent to \code{\link{NMME_urls}} to create the specific URLs. See +\code{\link{climate_dl_control}}.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{downloads}{\code{list} of arguments to pass to \code{\link{download}} +for raw file downloading.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{verbose}{\code{logical} indicator of whether or not to print out +all of the information or not (and thus just the tidy messages).} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} +} +\value{ +\code{NULL} } \description{ -Create (via \code{\link{create_dir}}) and populate (via - \code{\link{fill_dir}}) a full portalcasting directory. Presently, this - function overwrites any existing components of the directory. Future - iterations will allow for updating, overwriting, or neither. +Combines \code{\link{create_dir}} and \code{\link{fill_dir}} + to create a ready-to-run (via \code{\link{portalcast}}) when + indicated. \cr \cr + \code{setup_production} creates a standard production directory. \cr \cr + \code{setup_sandbox} creates a sandboxing directory. \cr \cr } \examples{ -\dontrun{ - -setup_dir() +\donttest{ + setup_dir() + setup_sandbox() + setup_production() } } diff --git a/man/species_in_tables.Rd b/man/species_in_tables.Rd new file mode 100644 index 000000000..2409140a3 --- /dev/null +++ b/man/species_in_tables.Rd @@ -0,0 +1,51 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_rodents.R +\name{species_in_tables} +\alias{species_in_tables} +\alias{is_sp_col} +\alias{species_from_table} +\title{Determine if columns in a table are species columns} +\usage{ +is_sp_col(rodents_tab, species = NULL, total = FALSE, nadot = FALSE, + arg_checks = TRUE) + +species_from_table(rodents_tab = NULL, total = FALSE, nadot = FALSE, + arg_checks = TRUE) +} +\arguments{ +\item{rodents_tab}{\code{data.frame} of columns to be checked.} + +\item{species}{\code{character} vector indicating species names to +use in determining if columns are species columns. Defaults to +\code{\link{all_species}}.} + +\item{total}{\code{logical} indicator if the total should be included.} + +\item{nadot}{\code{logical} indicator if the dot should be added to the +\code{"NA"} species name. Defaults to \code{FALSE}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{is_sp_col}: \code{logical} vector indicating if each column is a + species' column or not. \cr \cr + \code{species_from_table}: \code{character} vector of species names from + the column names in the \code{rodents_tab} data table. +} +\description{ +Given a table, returns a \code{logical} vector indicating + if each column is a species' column or not. +} +\examples{ + \donttest{ + create_dir() + fill_raw() + rodents_tab <- prep_rodents_table() + is_sp_col(rodents_tab) + species_from_table(rodents_tab) + } + +} diff --git a/man/step_hind_forward.Rd b/man/step_hind_forward.Rd deleted file mode 100644 index ba188aadc..000000000 --- a/man/step_hind_forward.Rd +++ /dev/null @@ -1,19 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/portalcast.R -\name{step_hind_forward} -\alias{step_hind_forward} -\title{Step the hind_step values forward} -\usage{ -step_hind_forward(options_all = all_options()) -} -\arguments{ -\item{options_all}{\code{all_options}-class \code{list} of options -controlling the portalcasting directory. See \code{\link{all_options}}.} -} -\value{ -Updated \code{options_all} \code{list} for the next -cast. -} -\description{ -Iterate the \code{hind_step} elements of options \code{list}s - through subsequent-to-the-first -cast(s) within \code{\link{casts}}. -} diff --git a/man/subdirs.Rd b/man/subdirs.Rd deleted file mode 100644 index 1f114bd09..000000000 --- a/man/subdirs.Rd +++ /dev/null @@ -1,26 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/paths.R -\name{subdirs} -\alias{subdirs} -\title{Define the names of the subdirectories in a forecasting directory} -\usage{ -subdirs(subs_names = NULL, subs_type = "portalcasting") -} -\arguments{ -\item{subs_names}{Either [1] names of additional subdirectories to add to -the vector set up by \code{type} or [2] an optional way to input all -subdirectory names (requires \code{type = NULL}, which is the default).} - -\item{subs_type}{\code{character} name for quick generation of subdirectory -vector. Presently only defined for \code{"portalcasting"}.} -} -\value{ -\code{character} vector of subdirectory names. -} -\description{ -Produces a vector of subdirectory names that is of class - \code{subdirs}, and which should generally contain the elements - \code{"predictions"}, \code{"models"}, \code{"PortalData"}, - \code{"data"}, and \code{"tmp"}. It is generally not advised to change - the subdirectory structure at this time. -} diff --git a/man/summarize_daily_weather_by_moon.Rd b/man/summarize_daily_weather_by_moon.Rd new file mode 100644 index 000000000..638a22a15 --- /dev/null +++ b/man/summarize_daily_weather_by_moon.Rd @@ -0,0 +1,37 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_covariates.R +\name{summarize_daily_weather_by_moon} +\alias{summarize_daily_weather_by_moon} +\title{Summarize a daily weather table by newmoons} +\usage{ +summarize_daily_weather_by_moon(x) +} +\arguments{ +\item{x}{\code{data.frame} of daily weather, with columns named +\code{"date"}, \code{"mintemp"}, \code{"maxtemp"}, \code{"meantemp"}, +\code{"precipitation"}, and \code{"moon"}.} +} +\value{ +\code{data.frame} of \code{x} summarized and arranged by + \code{x$moon}. +} +\description{ +Summarizes a daily weather table by newmoons. Taking the + max date, min of the min temperatures, max of the max temperatures, + mean of the mean temperatures, and sum of the precipitation. +} +\examples{ + \donttest{ + create_dir() + fill_raw() + "\%>\%" <- dplyr::"\%>\%" + raw_path <- raw_path() + moons <- prep_moons() + portalr::weather("daily", TRUE, raw_path) \%>\% + add_date_from_components() \%>\% + dplyr::select(-c(year, month, day, battery_low, locally_measured)) \%>\% + add_moons_from_date(moons) \%>\% + summarize_daily_weather_by_moon() + } + +} diff --git a/man/target_moons.Rd b/man/target_moons.Rd new file mode 100644 index 000000000..d92facc78 --- /dev/null +++ b/man/target_moons.Rd @@ -0,0 +1,58 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_moons.R +\name{target_moons} +\alias{target_moons} +\alias{last_moon} +\title{Determine specific newmoon numbers} +\usage{ +target_moons(main = ".", moons = NULL, end_moon = NULL, + lead_time = 12, date = Sys.Date(), control_files = files_control(), + arg_checks = TRUE) + +last_moon(main = ".", moons = NULL, date = Sys.Date(), + control_files = files_control(), arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{moons}{Moons \code{data.frame}. See \code{\link{prep_moons}}.} + +\item{end_moon}{\code{integer} (or integer \code{numeric}) newmoon number +of the last sample to be included. Default value is \code{NULL}, which +equates to the most recently included sample.} + +\item{lead_time}{\code{integer} (or integer \code{numeric}) value for the +number of timesteps forward a cast will cover.} + +\item{date}{\code{Date} used for defining a window (starting with moons +subsequent to the date) or a previous moon (before or on the date).} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{target_moons}: \code{numeric} vector of the moon numbers + targeted by the date window. + \code{last_newmoon}: \code{numeric} value of the last moon number. +} +\description{ +\code{target_moons} determines which moons are in a window, based on a + date and window width. \cr \cr + \code{last_moon} determines the most recently passed newmoon, based on + a date. +} +\examples{ + \donttest{ + setup_dir() + target_moons() + last_moon() + } + +} diff --git a/man/today.Rd b/man/today.Rd deleted file mode 100644 index 92a39676d..000000000 --- a/man/today.Rd +++ /dev/null @@ -1,27 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/utilities.R -\name{today} -\alias{today} -\title{Today's date (potentially with time)} -\usage{ -today(time = FALSE) -} -\arguments{ -\item{time}{\code{logical} indicator of whether the output should include -a timestamp as well as date.} -} -\value{ -Today's date, as a \code{Date} or date and time as a - \code{POSIXct}. -} -\description{ -Provide the current date (and optionally time) of the system. -} -\examples{ -\dontrun{ - -today() -today(time = TRUE) -} - -} diff --git a/man/transfer_hist_covariate_forecasts.Rd b/man/transfer_hist_covariate_forecasts.Rd deleted file mode 100644 index c049b2abe..000000000 --- a/man/transfer_hist_covariate_forecasts.Rd +++ /dev/null @@ -1,18 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_covariates.R -\name{transfer_hist_covariate_forecasts} -\alias{transfer_hist_covariate_forecasts} -\title{Transfer the historical covariate data forecasts to the data folder} -\usage{ -transfer_hist_covariate_forecasts(options_data = data_options()) -} -\arguments{ -\item{options_data}{Class-\code{data_options} \code{list} of control -options \code{list}s for setting up the data structures.} -} -\description{ -Currently, the historical covariate covariate forecasts are - held in the \code{extdata} folder in the package directory, and the - transfer is hard-wired to come from there. This will be relaxed in the - future. -} diff --git a/man/transfer_trapping_table.Rd b/man/transfer_trapping_table.Rd deleted file mode 100644 index f7073a4de..000000000 --- a/man/transfer_trapping_table.Rd +++ /dev/null @@ -1,17 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_rodents.R -\name{transfer_trapping_table} -\alias{transfer_trapping_table} -\title{Transfer the trapping table to the data folder} -\usage{ -transfer_trapping_table(options_data = data_options()) -} -\arguments{ -\item{options_data}{Class-\code{data_options} list containing available -for controlling the set up and population of the data folder in the -portalcasting directory (see \code{\link{data_options}}).} -} -\description{ -Move the trapping table from the PortalData sub directory to - the data subdirectory for use. -} diff --git a/man/trim_moons.Rd b/man/trim_moons.Rd new file mode 100644 index 000000000..20a877c63 --- /dev/null +++ b/man/trim_moons.Rd @@ -0,0 +1,49 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/prepare_moons.R +\name{trim_moons} +\alias{trim_moons} +\title{Trim a moons table based on target moons} +\usage{ +trim_moons(moons = NULL, target_moons = NULL, + retain_target_moons = TRUE, target_cols = c("moon", "moondate", + "period", "censusdate"), arg_checks = TRUE) +} +\arguments{ +\item{moons}{Moons \code{data.frame}. See \code{\link{prep_moons}}.} + +\item{target_moons}{\code{integer}-conformable newmoon numbers, usually +made through \code{\link{target_moons}} of the moons to either +drop or retain based on \code{retain_target_moons}.} + +\item{retain_target_moons}{\code{logical} value that dictates if +\code{target_moons} are to be dropped (\code{retain_target_moons = FALSE} +or retained (\code{retain_target_moons = TRUE})} + +\item{target_cols}{\code{character} vector of columns to retain.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr +However, in sandboxing, it is often desirable to be able to deviate from +strict argument expectations. Setting \code{arg_checks = FALSE} triggers +many/most/all enclosed functions to not check any arguments using +\code{\link{check_args}}, and as such, \emph{caveat emptor}.} +} +\value{ +\code{moons} and a \code{data.frame} but trimmed. +} +\description{ +Some functions require that a data table of time (the moons) + table only includes specific time stamps (newmoon numbers). This function + is a simple utility to reduce the moons table to that as well as the + columns. +} +\examples{ + \donttest{ + setup_dir() + moons <- prep_moons() + trim_moons(moons, 300:310) + } + +} diff --git a/man/trim_moons_fcast.Rd b/man/trim_moons_fcast.Rd deleted file mode 100644 index 1e50ed9a1..000000000 --- a/man/trim_moons_fcast.Rd +++ /dev/null @@ -1,22 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/forecast_covariates.R -\name{trim_moons_fcast} -\alias{trim_moons_fcast} -\title{Trim the moons table for covariate forecasting} -\usage{ -trim_moons_fcast(moons, options_covariates) -} -\arguments{ -\item{moons}{Class-\code{moons} type of a \code{data.frame} containing the -moons and date data. See \code{\link{prep_moons}}.} - -\item{options_covariates}{Class-\code{covariates_options} options -\code{list}. See \code{\link{covariates_options}}.} -} -\value{ -A trimmed \code{moons} \code{data.frame}. -} -\description{ -Covariate forecasting requires a moons data table that is - trimmed to the moons of interest only. -} diff --git a/man/trim_treatment.Rd b/man/trim_treatment.Rd deleted file mode 100644 index f655ebc5c..000000000 --- a/man/trim_treatment.Rd +++ /dev/null @@ -1,23 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_rodents.R -\name{trim_treatment} -\alias{trim_treatment} -\title{Remove the treatment column from the rodent data table} -\usage{ -trim_treatment(rodents, options_rodents = rodents_options()) -} -\arguments{ -\item{rodents}{Class-\code{rodents} \code{data.table} of rodent data.} - -\item{options_rodents}{Class-\code{rodents_options} \code{list} of -settings controlling the rodents data creation. See -\code{\link{rodents_options}}} -} -\value{ -Trimmed \code{data}. -} -\description{ -Remove the treatment column from the rodent data table if - needed (in the case of controls, for example, where the data have been - reduced already so the column is vestigial). -} diff --git a/man/update_covariates.Rd b/man/update_covariates.Rd deleted file mode 100644 index b5d38b9e2..000000000 --- a/man/update_covariates.Rd +++ /dev/null @@ -1,24 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/portalcast.R -\name{update_covariates} -\alias{update_covariates} -\title{Update the covariate data for a step in a hindcast} -\usage{ -update_covariates(moons, options_covariates) -} -\arguments{ -\item{moons}{Class-\code{moons} \code{data.frame} containing the historic -and future newmoons, as produced by \code{\link{prep_moons}}.} - -\item{options_covariates}{A class-\code{covariates_options} \code{list} of -settings controlling the covariates data creation.} -} -\value{ -An updated \code{covariates}-class \code{data.frame} with needed - forecasted covariates associated with the focal forecast or hindcast - newmoon. -} -\description{ -Given an updated \code{options_covariates$hind_step}, update - the covariate data. -} diff --git a/man/update_covfcast_options.Rd b/man/update_covfcast_options.Rd deleted file mode 100644 index 6dfaf4bc6..000000000 --- a/man/update_covfcast_options.Rd +++ /dev/null @@ -1,27 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/prepare_covariates.R -\name{update_covfcast_options} -\alias{update_covfcast_options} -\title{Update the data options for covariate forecasts based on existing - data} -\usage{ -update_covfcast_options(options_covariates, hist_cov, moons) -} -\arguments{ -\item{options_covariates}{A class-\code{covariates_options} \code{list} of -settings controlling the covariates data creation.} - -\item{hist_cov}{Historical covariate data table as a code{covariates}-class -\code{data.frame}, returned from \code{\link{prep_hist_covariates}}.} - -\item{moons}{Class-\code{moons} \code{data.frame} containing the historic -and future newmoons, as produced by \code{\link{prep_moons}}.} -} -\value{ -An updated \code{covariates_options} \code{list} of control options - for covariates. -} -\description{ -Update the covariate data control options based on the - historical covariate data and moon data. -} diff --git a/man/update_data.Rd b/man/update_data.Rd deleted file mode 100644 index fe52041e0..000000000 --- a/man/update_data.Rd +++ /dev/null @@ -1,18 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/portalcast.R -\name{update_data} -\alias{update_data} -\title{Update the data for each subsequent step in a hindcast} -\usage{ -update_data(options_data) -} -\arguments{ -\item{options_data}{Class-\code{data_options} \code{list} containing the -options for filling the data subdirectory. See -\code{\link{data_options}}.} -} -\description{ -Rather than re-create the full rodent and covariate files - again, simply step back in time through the hindcast's end vector - and trim the last "historical" sample off. -} diff --git a/man/update_list.Rd b/man/update_list.Rd new file mode 100644 index 000000000..83c2a2e1f --- /dev/null +++ b/man/update_list.Rd @@ -0,0 +1,26 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utilities.R +\name{update_list} +\alias{update_list} +\title{Update a list's elements} +\usage{ +update_list(orig_list = list(), ...) +} +\arguments{ +\item{orig_list}{\code{list} to be updated with \code{...}.} + +\item{...}{Named elements to update in \code{orig_list}} +} +\value{ +Updated \code{list}. +} +\description{ +Update a list with new values for elements +} +\examples{ + orig_list <- list(a = 1, b = 3, c = 4) + update_list(orig_list) + update_list(orig_list, a = "a") + update_list(orig_list, a = 10, b = NULL) + +} diff --git a/man/update_rodents_list.Rd b/man/update_rodents_list.Rd deleted file mode 100644 index 4039b12b2..000000000 --- a/man/update_rodents_list.Rd +++ /dev/null @@ -1,22 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/portalcast.R -\name{update_rodents_list} -\alias{update_rodents_list} -\title{Update the rodent data for a step in a hindcast} -\usage{ -update_rodents_list(options_rodents) -} -\arguments{ -\item{options_rodents}{A class-\code{rodents_options} \code{list} of -settings controlling the rodents data creation.} -} -\value{ -A \code{rodents_list}-class \code{list} of two \code{rodents}-class - \code{data.frames}: \code{"all"} (containing counts across all plots) - \code{"controls"} (containing counts across just the control plots), - updated for the particular step in the hindcast. -} -\description{ -Given an updated \code{options_rodents$hind_step}, update - the rodent data. -} diff --git a/man/verify_PortalData.Rd b/man/verify_PortalData.Rd deleted file mode 100644 index 97048d913..000000000 --- a/man/verify_PortalData.Rd +++ /dev/null @@ -1,33 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/directory.R -\name{verify_PortalData} -\alias{verify_PortalData} -\title{Verify that the PortalData subdirectory is present and has required - data} -\usage{ -verify_PortalData(tree = dirtree(), filename = "moon_dates.csv", - quiet = FALSE) -} -\arguments{ -\item{tree}{\code{dirtree}-class directory tree list. See -\code{\link{dirtree}}.} - -\item{filename}{\code{character}-valued vector of name(s) of the file(s) to -use for specific checking. Default (\code{moon_dates.csv}) settings use -the moon dates table.} - -\item{quiet}{\code{logical} indicator controlling if messages are printed.} -} -\description{ -Check that the PortalData subdirectory exists and has the - needed specified file(s) within the "Rodents" subdirectory. If any of - the file(s) is(/are) not present, the (entire) directory is filled. -} -\examples{ -\dontrun{ - -setup_dir() -verify_PortalData() -} - -} diff --git a/man/verify_and_create.Rd b/man/verify_and_create.Rd new file mode 100644 index 000000000..e62af9cb9 --- /dev/null +++ b/man/verify_and_create.Rd @@ -0,0 +1,48 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/create_dir.R +\name{verify_and_create} +\alias{verify_and_create} +\alias{verify} +\alias{create} +\title{Verify that folders exist and create folders} +\usage{ +verify(paths = NULL, names = NULL, arg_checks = TRUE) + +create(paths = NULL, names = NULL, quiet = FALSE, verbose = FALSE, + arg_checks = TRUE) +} +\arguments{ +\item{paths}{\code{character} vector of the folder paths.} + +\item{names}{\code{character} vector of the names of the levels in the +hierarchy at which the folders will exist or the folder names. For the +purposes of messaging and not inherently required to be non-\code{NULL}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} + +\item{quiet}{\code{logical} indicator if messages should be quieted.} + +\item{verbose}{\code{logical} indicator of whether or not to print out +all of the information or not (and thus just the tidy messages).} +} +\value{ +\code{verify}: throws an error if any of the folders do not exist, + otherwise \code{NULL}. + \code{create}: \code{NULL}. +} +\description{ +\code{verify} throws an error if any of the folders (specified by + \code{path} and named by \code{level}) do not exist. \cr \cr + \code{create} creates a requested folder if it does not already exist. +} +\examples{ + \donttest{ + mainp <- main_path() + create(mainp, "main") + verify(mainp, "main") + } + +} diff --git a/man/verify_cast.Rd b/man/verify_cast.Rd deleted file mode 100644 index 951de3ead..000000000 --- a/man/verify_cast.Rd +++ /dev/null @@ -1,30 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/process_forecasts.R -\name{verify_cast} -\alias{verify_cast} -\alias{cast_is_valid} -\title{Verify that a read-in cast file is formatted appropriately} -\usage{ -verify_cast(cast) - -cast_is_valid(cast_to_check, verbose = FALSE) -} -\arguments{ -\item{cast}{\code{data.frame} -cast file read in.} - -\item{cast_to_check}{\code{data.frame} -cast file being checked within -\code{cast_is_valid} using \code{\link{check_arg}}.} - -\item{verbose}{\code{logical} indicator if details of failure should -be printed} -} -\value{ -\code{verify_cast}: \code{cast} as read in (as long as it is - valid). \cr \cr - \code{cast_is_valid}: \code{logical} of if the -cast is formatted - properly. -} -\description{ -Ensure that a -cast file that has been read in is formatted - according to \href{https://bit.ly/2H2z3Jb}{specifications.} -} diff --git a/man/verify_models.Rd b/man/verify_models.Rd index 352274fd1..407cfa7e0 100644 --- a/man/verify_models.Rd +++ b/man/verify_models.Rd @@ -1,16 +1,38 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/portalcast.R +% Please edit documentation in R/prepare_models.R \name{verify_models} \alias{verify_models} -\title{Verify that models requested to forecast or hindcast with exist} +\title{Verify that models requested to cast with exist} \usage{ -verify_models(options_cast = cast_options()) +verify_models(main = ".", models = prefab_models(), quiet = FALSE, + arg_checks = TRUE) } \arguments{ -\item{options_cast}{Class-\code{cast_options} \code{list} containing the -hind- or forecasting options. See \code{\link{cast_options}}.} +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{models}{\code{character} vector of the names of models to verify.} + +\item{quiet}{\code{logical} indicator if progress messages should be +quieted.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{NULL} with messaging. } \description{ Verify that models requested have scripts in the models subdirectory. } +\examples{ + \donttest{ + create_dir() + fill_models() + verify_models() + } + +} diff --git a/man/verify_raw_data.Rd b/man/verify_raw_data.Rd new file mode 100644 index 000000000..e2f793c65 --- /dev/null +++ b/man/verify_raw_data.Rd @@ -0,0 +1,38 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/download.R +\name{verify_raw_data} +\alias{verify_raw_data} +\title{Verify that the raw data folder exists} +\usage{ +verify_raw_data(main = ".", raw_data = "PortalData", + arg_checks = TRUE) +} +\arguments{ +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{raw_data}{\code{character} value indicating the name of the raw +data directory. A standard portalcasting directory downloads the raw data +files into from the PortalData repository, so +\code{raw_data = "PortalData"}.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{logical} indicator of whether or not the raw data folder + exists. +} +\description{ +Check that the raw data folder exists +} +\examples{ + \donttest{ + create_dir() + fill_raw() + verify_raw_data() + } + +} diff --git a/man/write_data.Rd b/man/write_data.Rd new file mode 100644 index 000000000..02572b8dc --- /dev/null +++ b/man/write_data.Rd @@ -0,0 +1,37 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data_input_output.R +\name{write_data} +\alias{write_data} +\title{Save data out to a file and return it} +\usage{ +write_data(dfl = NULL, main = ".", save = TRUE, filename = NULL, + overwrite = TRUE, quiet = FALSE, arg_checks = TRUE) +} +\arguments{ +\item{dfl}{\code{data.frame} or YAML \code{list} to be written out.} + +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{save}{\code{logical} indicator controlling if \code{x} should +be saved out.} + +\item{filename}{\code{character} name of the file for saving \code{x}.} + +\item{overwrite}{\code{logical} indicator of if the file should be +overwritten if it exists.} + +\item{quiet}{\code{logical} indicator if messages should be quieted.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{dfl} as input. +} +\description{ +Save inputted data out to a data file if requested and + return it to the console. +} diff --git a/man/write_model.Rd b/man/write_model.Rd index 8114d4a60..2ad08fffa 100644 --- a/man/write_model.Rd +++ b/man/write_model.Rd @@ -5,24 +5,70 @@ \alias{model_template} \title{Write the template for a model into model subdirectory} \usage{ -write_model(options_model = model_options()) +write_model(name = NULL, data_sets = NULL, covariatesTF = NULL, + lag = NULL, main = ".", control_model = NULL, + control_files = files_control(), quiet = FALSE, verbose = TRUE, + arg_checks = TRUE) -model_template(options_model = model_options()) +model_template(name = NULL, data_sets = NULL, covariatesTF = FALSE, + lag = NULL, main = ".", control_files = files_control(), + quiet = FALSE, verbose = FALSE, arg_checks = TRUE) } \arguments{ -\item{options_model}{A class-\code{model_options} \code{list} of -options used to set up a general model script. See -\code{\link{model_options}}.} +\item{name}{\code{character} value of the name of the model.} + +\item{data_sets}{\code{character} vector of the rodent data set names +that the model is applied to.} + +\item{covariatesTF}{\code{logical} indicator for if the model requires +covariates.} + +\item{lag}{\code{integer} (or integer \code{numeric}) lag time used for the +covariates or \code{NULL} if \code{covariatesTF} is \code{FALSE}.} + +\item{main}{\code{character} value of the name of the main component of +the directory tree.} + +\item{control_model}{\code{list} of model-level controls, including +\code{name}, a \code{character} value of the model's name; +\code{covariatesTF}, a \code{logical} indicator for if the model requires +covariates; and \code{lag}, a \code{integer} (or integer \code{numeric}) +lag time used for the covariates or \code{NA} if +\code{covariatesTF = FALSE}. Only used if the specific valued argument +is \code{NULL}.} + +\item{control_files}{\code{list} of names of the folders and files within +the sub directories and saving strategies (save, overwrite, append, etc.). +Generally shouldn't need to be edited. See \code{\link{files_control}}.} + +\item{quiet}{\code{logical} indicator controlling if messages are printed.} + +\item{verbose}{\code{logical} indicator if detailed messages should be +shown.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not. \cr} } \value{ -\code{model_template}: model script text as a single - \code{character} value. +\code{write_mode} \code{\link{write}}s the model script out + and returns \code{NULL}. \cr \cr + \code{model_template}: \code{character}-valued text for a model script + to be housed in the model directory } \description{ -\code{write_model}: Create template script (as written by - \code{model_template}) for a given model +\code{write_model} creates a template script (as written by + \code{model_template}) for a given model. \cr \cr + \code{model_template} creates the \code{character}-valued + text for a model script to be housed in the model directory, as written + out by \code{write_model}. \cr \cr +} +\examples{ + \donttest{ + create_dir() + write_model("AutoArima") + model_template() + } -\code{model_template}: create the \code{character}-valued - text for a model script to be housed in the model directory, as written - out by \code{write_model}. } diff --git a/man/zenodo_downloads.Rd b/man/zenodo_downloads.Rd new file mode 100644 index 000000000..1b2f599d6 --- /dev/null +++ b/man/zenodo_downloads.Rd @@ -0,0 +1,34 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/download.R +\name{zenodo_downloads} +\alias{zenodo_downloads} +\title{Create a downloads list for zenodo downloads} +\usage{ +zenodo_downloads(concept_rec_id = NULL, rec_version = "latest", + rec_id = NULL, arg_checks = TRUE) +} +\arguments{ +\item{concept_rec_id}{Concept record identifier, a \code{character} value +corresponding to the Zenodo concept.} + +\item{rec_version}{\code{character} value of the version number or +\code{"latest"} for the data to be download.} + +\item{rec_id}{Optional input record identifier, a \code{character} value +corresponding to the Zenodo record.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{list} of \code{list}s of arguments to \code{\link{download}}. +} +\description{ +Create a downloads \code{list} for downloads from Zenodo. +} +\examples{ + zenodo_downloads() + +} diff --git a/man/zenodo_url.Rd b/man/zenodo_url.Rd new file mode 100644 index 000000000..161611985 --- /dev/null +++ b/man/zenodo_url.Rd @@ -0,0 +1,52 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/download.R +\name{zenodo_url} +\alias{zenodo_url} +\alias{zenodo_versions} +\title{Obtain the URL for a Zenodo record to be downloaded} +\usage{ +zenodo_url(concept_rec_id = NULL, rec_version = "latest", + rec_id = NULL, arg_checks = TRUE) + +zenodo_versions(concept_rec_id, arg_checks = TRUE) +} +\arguments{ +\item{concept_rec_id}{Concept record identifier, a \code{character} value +corresponding to the Zenodo concept.} + +\item{rec_version}{\code{character} value of the version number or +\code{"latest"} (default) for the data to be download.} + +\item{rec_id}{Optional input record identifier, a \code{character} value +corresponding to the Zenodo record.} + +\item{arg_checks}{\code{logical} value of if the arguments should be +checked using standard protocols via \code{\link{check_args}}. The +default (\code{arg_checks = TRUE}) ensures that all inputs are +formatted correctly and provides directed error messages if not.} +} +\value{ +\code{zenodo_url}: \code{character} value of the URL for the zip + to be downloaded. \cr \cr + \code{zenodo_versions}: a \code{data.frame} of version number and record + identifier for each version available. +} +\description{ +\code{zenodo_url} obtains the URL for a given Zenodo record, + identified either by the concept record identifier (\code{concept_rec_id}) + and version (\code{rec_version}) or record identifier (\code{rec_id}). + (\strong{Note}: if \code{rec_id} is used, it overrides + \code{concept_rec_id}). \cr \cr + \code{zenodo_versions}: determines the available version numbers and the + corresponding record identifier for each version available for a given + Zenodo concept (group of records). +} +\examples{ + \donttest{ + zenodo_versions("1215988") + zenodo_url("1215988", "latest") + zenodo_url("1215988", "1.71.0") + zenodo_url(rec_id = "1217163") + } + +} diff --git a/tests/testthat/bad_cast1.csv b/tests/testthat/bad_cast1.csv deleted file mode 100644 index 5d5afaa67..000000000 --- a/tests/testthat/bad_cast1.csv +++ /dev/null @@ -1,25201 +0,0 @@ -"BAD","forecastmonth","forecastyear","newmoonnumber","currency","model","level","species","estimate","LowerPI","UpperPI","fit_start_newmoon","fit_end_newmoon","initial_newmoon" -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",0,0,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",0,0,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",0,0,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",0,0,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",0,0,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",0,0,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",0,0,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",0,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",0,0,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",0,0,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",0,0,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",0,0,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",0,0,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",0,0,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",0,0,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",0,0,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",0,0,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",0,0,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",0,0,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",0,0,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",0,0,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",0,0,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",0,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",0,0,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",0,0,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",0,0,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",0,0,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",0,0,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",0,0,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",0,0,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",0,0,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",0,0,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",0,0,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",0,0,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",0,0,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",0,0,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",0,0,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",0,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",0,0,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",0,0,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",0,0,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",0,0,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",0,0,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",0,0,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",0,0,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",0,0,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",0,0,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",0,0,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",0,0,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",0,0,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",0,0,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",0,0,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",0,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",0,0,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",0,0,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",0,0,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",0,0,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",0,0,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",0,0,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",0,0,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",0,0,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",0,0,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",0,0,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",0,0,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",0,0,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",0,0,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",0,0,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",0,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",0,0,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",0,0,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",0,0,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",0,0,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",0,0,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",0,0,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",0,0,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",0,0,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",0,0,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",0,0,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",0,0,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",0,0,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",0,0,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",0,0,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",0,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",0,0,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",0,0,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",0,0,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",0,0,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",0,0,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",0,0,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",0,0,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",0,0,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",0,0,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",0,0,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",0,0,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",0,0,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",0,0,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",0,0,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",0,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",0,0,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",0,0,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",0,0,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",0,0,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",0,0,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",0,0,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",0,0,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",0,0,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",0,0,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",0,0,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",0,0,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",0,0,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",0,0,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",0,0,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",0,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",0,0,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",0,0,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",0,0,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",0,0,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",0,0,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",0,0,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",0,0,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",0,0,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",0,0,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",0,0,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",0,0,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",0,0,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",0,0,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",0,0,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",0,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",0,0,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",0,0,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",0,0,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",0,0,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",0,0,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",0,0,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",0,0,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",0,0,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",0,0,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",0,0,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",0,0,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",0,0,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",0,0,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",0,0,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",0,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",0,0,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",0,0,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",0,0,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",0,0,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",0,0,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",0,0,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",0,0,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",0,0,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",0,0,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",0,0,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",0,0,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",0,0,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",0,0,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",0,0,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",0,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",0,0,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",0,0,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",0,0,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",0,0,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",0,0,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",0,0,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",0,0,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",0,0,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",0,0,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",0,0,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",0,0,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",0,0,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",0,0,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",0,0,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",0,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",0,0,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",0,0,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",0,0,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",0,0,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",0,0,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",0,0,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",0,0,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",0,0,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",0,0,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",0,0,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",0,0,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",0,0,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",0,0,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",0,0,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",0,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",0,0,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",0,0,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",0,0,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",0,0,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",0,0,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",0,0,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",0,0,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",0,0,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",0,0,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",0,0,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",0,0,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",0,0,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",0,0,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",0,0,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",0,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",0,0,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",0,0,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",0,0,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",0,0,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",0,0,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",0,0,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",0,0,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",0,0,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",0,0,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",0,0,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",0,0,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",0,0,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",0,0,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",0,0,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",0,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",0,0,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",0,0,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",0,0,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",0,0,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",0,0,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",0,0,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",0,0,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 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-2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 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-2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699316,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699316,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 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-2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 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-2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 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-2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 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-2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 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-2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 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-2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 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-2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 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-2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 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-2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 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-2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 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-2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 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-2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.85716345469932,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.49305639229218,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.85716345469932,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.49305639229218,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 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-2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 diff --git a/tests/testthat/bad_cast2.csv b/tests/testthat/bad_cast2.csv deleted file mode 100644 index 416a17e5f..000000000 --- a/tests/testthat/bad_cast2.csv +++ /dev/null @@ -1,25201 +0,0 @@ -"date","forecastmonth","forecastyear","newmoonnumber","currency","model","level","species","estimate","LowerPI","UpperPI","fit_start_newmoon","fit_end_newmoon","initial_newmoon" -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -NA,NA,NA,NA,"ok","ok","ok","ok",NA,NA,NA,NA,NA,NA -2019-02-26,8,2019,522.5,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217.5,512.5,512.5 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",0,0,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",0,0,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",0,0,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",0,0,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",0,0,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",0,0,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",0,0,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",0,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",0,0,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",0,0,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",0,0,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",0,0,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",0,0,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",0,0,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",0,0,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",0,0,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",0,0,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",0,0,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",0,0,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",0,0,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",0,0,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",0,0,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",0,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",0,0,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",0,0,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",0,0,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",0,0,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",0,0,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",0,0,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",0,0,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",0,0,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",0,0,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",0,0,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",0,0,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",0,0,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",0,0,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",0,0,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",0,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",0,0,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",0,0,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",0,0,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",0,0,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",0,0,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",0,0,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",0,0,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",0,0,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",0,0,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",0,0,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",0,0,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",0,0,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",0,0,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",0,0,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",0,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",0,0,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",0,0,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",0,0,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",0,0,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",0,0,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",0,0,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",0,0,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",0,0,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",0,0,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",0,0,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",0,0,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",0,0,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",0,0,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",0,0,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",0,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",0,0,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",0,0,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",0,0,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",0,0,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",0,0,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",0,0,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",0,0,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",0,0,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",0,0,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",0,0,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",0,0,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",0,0,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",0,0,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",0,0,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",0,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",0,0,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",0,0,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",0,0,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",0,0,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",0,0,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",0,0,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",0,0,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",0,0,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",0,0,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",0,0,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",0,0,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",0,0,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",0,0,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",0,0,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",0,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",0,0,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",0,0,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",0,0,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",0,0,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",0,0,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",0,0,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",0,0,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",0,0,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",0,0,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",0,0,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",0,0,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",0,0,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",0,0,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",0,0,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",0,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",0,0,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",0,0,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",0,0,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",0,0,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",0,0,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",0,0,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",0,0,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",0,0,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",0,0,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",0,0,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",0,0,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",0,0,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",0,0,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",0,0,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",0,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",0,0,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",0,0,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",0,0,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",0,0,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",0,0,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",0,0,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",0,0,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",0,0,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",0,0,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",0,0,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",0,0,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",0,0,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",0,0,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",0,0,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",0,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",0,0,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",0,0,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",0,0,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",0,0,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",0,0,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",0,0,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",0,0,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",0,0,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",0,0,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",0,0,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",0,0,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",0,0,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",0,0,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",0,0,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",0,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",0,0,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",0,0,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",0,0,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",0,0,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",0,0,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",0,0,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",0,0,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",0,0,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",0,0,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",0,0,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",0,0,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",0,0,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",0,0,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",0,0,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",0,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",0,0,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",0,0,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",0,0,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",0,0,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",0,0,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",0,0,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",0,0,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",0,0,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",0,0,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",0,0,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",0,0,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",0,0,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",0,0,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",0,0,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",0,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",0,0,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",0,0,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",0,0,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",0,0,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",0,0,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",0,0,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",0,0,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",0,0,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",0,0,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",0,0,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",0,0,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",0,0,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",0,0,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",0,0,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",0,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",0,0,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",0,0,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",0,0,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",0,0,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",0,0,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",0,0,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",0,0,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",0,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",0,0,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",0,0,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",0,0,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",0,0,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",0,0,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",0,0,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",0,0,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",0,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",0,0,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",0,0,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",0,0,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",0,0,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",0,0,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",0,0,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",0,0,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 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-2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 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-2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 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-2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699316,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699316,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",5.79781585240456e-215,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",7.96271578336274e-258,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",2.946173340728e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",3.88363361178757e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 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-2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",9.01882465929599e-215,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.23864467741198e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",4.58293630779911e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",6.04120784055845e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 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-2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 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-2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 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-2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 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-2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.10685575364087e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.52015483136925e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",5.62451274138982e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",7.41420962250355e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 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-2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 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-2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 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-2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.85716345469932,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.49305639229218,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.85716345469932,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.49305639229218,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.24876033744098e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.71504647641659e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",6.34560411849108e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",8.36474931769631e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OL",0.607469464226628,-1.67841718142367,2.89335610987692,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OL",0.607469464226628,-1.78275451575501,2.99769344420826,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OL",0.607469464226628,-1.88272402066488,3.09766294911814,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OL",0.607469464226628,-1.97883224089461,3.19377116934786,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OL",0.607469464226628,-2.07149478107973,3.28643370953299,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OL",0.607469464226628,-2.16105764334281,3.37599657179606,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OL",0.607469464226628,-2.24781252938865,3.46275145784191,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OT",1.42066256444124,-1.38072135053717,4.22204647941965,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","BA",0,-4.45497095604391,4.45497095604391,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","BA",0,-6.30028034601553,6.30028034601553,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","BA",0,-7.71623604211175,7.71623604211175,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","BA",0,-8.90994191208782,8.90994191208782,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","BA",0,-9.96161789550141,9.96161789550141,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","BA",0,-10.9124056612265,10.9124056612265,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","BA",0,-11.7867452477079,11.7867452477079,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","BA",0,-12.6005606920311,12.6005606920311,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","BA",0,-13.3649128681317,13.3649128681317,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","BA",0,-14.0878551309966,14.0878551309966,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","BA",0,-14.7754671131285,14.7754671131285,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","BA",0,-15.4324720842235,15.4324720842235,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","BA",0,-16.0626262127192,16.0626262127192,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","BA",0,-16.6689749855451,16.6689749855451,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","BA",0,-17.2540283205958,17.2540283205958,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DM",28.7278140451875,17.2374412447881,40.218186845587,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DM",30.1721147590097,14.9178642861177,45.4263652319018,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DM",31.3794232409367,13.7613614174708,48.9974850644025,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DM",32.3886270421833,13.1224624420673,51.6547916422994,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DM",35.4315164393058,12.217880820077,58.6451520585347,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DM",36.3042115678528,12.0233566739593,60.5850664617464,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DM",36.5053173282705,11.9526749646711,61.0579596918698,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DM",36.6734240722421,11.8762972697859,61.4705508746982,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DM",36.8139465381827,11.7939968087782,61.8338962675871,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DO",1.69346442392955,-5.86474000669542,9.25166885455452,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DO",2.73668332060584,-7.84544070969284,13.3188073509045,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DO",4.02743261017813,-8.07422927376308,16.1290944941193,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DO",4.84853551687702,-8.52727487250236,18.2243459062564,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DO",5.83337796115984,-8.29778544479583,19.9645413671155,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DO",6.47841089926915,-8.3173625371147,21.274184335653,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DO",7.23058872038135,-7.9821798154902,22.4433572562529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DO",7.73644577464098,-7.84630395752601,23.319195506808,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DO",8.31145424111068,-7.51107423571165,24.133982717933,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DO",8.70756876782517,-7.32705831852262,24.742195854173,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DO",9.14751562375106,-7.02769998022453,25.3227312277266,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DO",9.45728220573429,-6.841398640788,25.7559630522566,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DO",9.79415977672104,-6.58779146285061,26.1761110162927,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DO",10.0361140351631,-6.41832972545319,26.4905577957793,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DO",10.2942597180645,-6.20977480796268,26.7982942440917,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","DS",0.0451147124572832,-0.598193039369417,0.688422464283984,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","DS",0.0710365544084265,-0.67090058605353,0.812973694870383,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","DS",0.0984635169099639,-0.740239785868196,0.937166819688124,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","DS",0.121423497628101,-0.778915743654701,1.0217627389109,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","DS",0.142234979923437,-0.805750533783326,1.0902204936302,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","DS",0.160571056465576,-0.822810057795995,1.14395217072715,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","DS",0.176887969817737,-0.833643226209158,1.18741916584463,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","DS",0.191357051110013,-0.840021290419388,1.22273539263941,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","DS",0.204203487534139,-0.843315963642215,1.25172293871049,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","DS",0.215604262167623,-0.844454859624757,1.27566338396,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","DS",0.225723622387966,-0.844111231885723,1.29555847666166,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","DS",0.234705106816815,-0.842768159078676,1.31217837271231,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","DS",0.242676817333354,-0.840775940999894,1.3261295756666,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","DS",0.249752233329347,-0.838387868010423,1.33789233466912,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","DS",0.256032144128497,-0.835786365087938,1.34785065334493,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","NA",1.11851390918692,-1.42580793745784,3.66283575583167,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","NA",1.1565571389109,-1.72495455498983,4.03806883281164,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","NA",1.1565571389109,-1.85343734587738,4.16655162369919,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","NA",1.1565571389109,-1.97665590121661,4.28977017903842,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","NA",1.1565571389109,-2.09520870616379,4.40832298398559,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","NA",1.1565571389109,-2.20958876814119,4.52270304596299,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","NA",1.1565571389109,-2.32020794143789,4.63332221925969,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","NA",1.1565571389109,-2.42741448211262,4.74052875993442,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","NA",1.1565571389109,-2.531506002722,4.84462028054381,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","NA",1.1565571389109,-2.63273921965494,4.94585349747675,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","NA",1.1565571389109,-2.73133741333837,5.04445169116017,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","NA",1.1565571389109,-2.82749622491077,5.14061050273257,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","NA",1.1565571389109,-2.92138822145723,5.23450249927904,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","NA",1.1565571389109,-3.01316653520915,5.32628081303095,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","NA",1.1565571389109,-3.10296779644121,5.41608207426301,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OL",1.32840519972358,-1.51138832209056,4.16819872153771,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OL",1.57863265078571,-2.02356507995801,5.18083038152943,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OL",1.76929277832862,-2.23157012369526,5.77015568035251,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OL",1.91456574530479,-2.3172649021707,6.14639639278028,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OL",2.02525608840922,-2.34797736300896,6.39848953982739,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OL",2.10959629506711,-2.35385626317789,6.57304885331211,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OL",2.17385908673978,-2.34933586524005,6.69705403871962,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OL",2.22282394652862,-2.34141054122019,6.78705843427743,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OL",2.26013258861738,-2.33336924743952,6.85363442467428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OL",2.28855980724948,-2.32662644871954,6.90374606321851,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OL",2.31021984937148,-2.32165861414381,6.94209831288678,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OL",2.32672365970898,-2.3184915369985,6.97193885641647,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OL",2.33929869322563,-2.3169535358605,6.99555092231176,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OL",2.34888020590125,-2.31680443832623,7.01456485012874,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OL",2.3561808134926,-2.31779842651767,7.03016005350288,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","OT",1,-7.52327018085766,9.52327018085766,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","OT",1,-11.0537242855391,13.0537242855391,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","OT",1,-13.7627369998822,15.7627369998822,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","OT",1,-16.0465403617153,18.0465403617153,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","OT",1,-18.0586115149947,20.0586115149947,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","OT",1,-19.8776628829806,21.8776628829806,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","OT",1,-21.5504532555619,23.5504532555619,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","OT",1,-23.1074485710782,25.1074485710782,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","OT",1,-24.569810542573,26.569810542573,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","OT",1,-25.9529468845055,27.9529468845055,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","OT",1,-27.2684891767295,29.2684891767295,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","OT",1,-28.5254739997645,30.5254739997645,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","OT",1,-29.7310876717155,31.7310876717155,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","OT",1,-30.8911568316761,32.8911568316761,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","OT",1,-32.010483465688,34.010483465688,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PB",3.9606841846905,-16.0616930645925,23.9830614339735,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PB",4.17340887294817,-26.9387257169795,35.2855434628758,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PB",4.42716155628478,-34.2598027330476,43.1141258456171,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PB",4.66293725211751,-39.3935971497594,48.7194716539944,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PB",4.86755015328398,-43.1494374727829,52.8845377793508,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PB",5.04110801571253,-46.00383659445,56.0860526258751,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PB",5.1871328919431,-48.2458551384321,58.6201209223183,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PB",5.30963057339595,-50.0580382909178,60.6772994377097,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PB",5.41228080818698,-51.560236978054,62.384798594428,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PB",5.4982652654765,-52.8338353959392,63.8303659268922,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PB",5.57027923650145,-53.9356694737718,65.0762279467747,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PB",5.63058937722384,-54.9063651657079,66.1675439201555,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PB",5.68109682108569,-55.7755333052288,67.1377269474002,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PB",5.72339457453405,-56.5651182815378,68.0119074306059,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PB",5.75881698084711,-57.2916196424592,68.8092536041534,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PE",4.18594036013085,-1.26854134239989,9.64042206266159,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PE",4.45400530140062,-2.54276237423737,11.4507729770386,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PE",4.55052343819188,-3.38863024151096,12.4896771178947,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PE",4.61632008675346,-3.9027927583625,13.1354329318694,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PE",4.66117382208093,-4.25705589125427,13.5794035354161,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PE",4.69175072252813,-4.52591609806866,13.9094175431249,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PE",4.71259506991932,-4.74585105771425,14.1710411975529,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PE",4.72680471222478,-4.93616307348856,14.3897724979381,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PE",4.73649145993915,-5.10767460592743,14.5806575258057,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PE",4.74309493941208,-5.26673938964406,14.7529292684682,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PE",4.747596547427,-5.41722905222688,14.9124221470809,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PE",4.75066530455769,-5.56157504667678,15.0629056557922,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PE",4.75275728375623,-5.70134263744681,15.2068572049593,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PE",4.75418339106311,-5.83756083596969,15.3459276180959,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PE",4.75515557188219,-5.97091900577495,15.4812301495393,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PF",-0.109729043250382,-6.90363147024133,6.68417338374057,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PF",-0.250972441522284,-8.98919820255951,8.48725331951494,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PF",-0.403146040769282,-10.2090269993775,9.40273491783893,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PF",-0.549900102563764,-11.0256097144648,9.92580950933724,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PF",-0.679506927358888,-11.6333279720636,10.2743141173458,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PF",-0.784737797767439,-12.1334117232239,10.563936127689,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PF",-0.862369484327855,-12.5863999554739,10.8616609868182,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PF",-0.91245812512233,-13.0333710890151,11.2084548387704,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PF",-0.937504173640174,-13.5037966324776,11.6287882851972,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PF",-0.941610524350142,-14.017096817487,12.1338757687867,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PF",-0.92971068947026,-14.5823405555577,12.7229191766172,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PF",-0.906918190112111,-15.1987031208554,13.3848667406311,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PF",-0.878024555320492,-15.8574801891697,14.1014310785287,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PF",-0.847153124036604,-16.5451577075217,14.8508514594485,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PF",-0.817560116726877,-17.2465869110654,15.6114666776117,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PH",0.0208533635791943,-0.362854767039799,0.404561494198187,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PH",0.029369083975625,-0.38507974782257,0.44381791577382,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PH",0.03782586072645,-0.404857191749587,0.480508913202487,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PH",0.0433143100772361,-0.410735845322567,0.497364465477039,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PH",0.0468763145103324,-0.411877384442051,0.505630013462716,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PH",0.0491880559094911,-0.411532409052915,0.509908520871897,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PH",0.0506883764163745,-0.410857984288562,0.512234737121311,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PH",0.0516620846452422,-0.410231702328436,0.51355587161892,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PH",0.0522940214284927,-0.409746023711375,0.514334066568361,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PH",0.0527041484934446,-0.409397486904743,0.514805783891632,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PH",0.0529703210187102,-0.409157253812747,0.515097895850167,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PH",0.0531430670266202,-0.408995433089228,0.515281567142468,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PH",0.053255179211073,-0.40888792257026,0.515398280992406,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PH",0.0533279400352151,-0.408817099959383,0.515472980029813,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PH",0.0533751618207477,-0.408770694549151,0.515521018190647,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PL",-0.186691904736528,-1.66023627212456,1.2868524626515,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PL",-0.320413295679609,-2.13573808859351,1.49491149723429,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PL",-0.0298178795546137,-2.11293317364065,2.05329741453142,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PL",0.289178697308579,-2.04656384672602,2.62492124134318,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PL",0.230603481840757,-2.24978587239282,2.71099283607434,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PL",0.0424794094330433,-2.49400340042232,2.57896221928841,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PL",0.132579080144318,-2.44545299541629,2.71061115570493,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PL",0.385377228898888,-2.24964601402835,3.02040047182613,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PL",0.426908390037305,-2.25296556750826,3.10678234758287,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PL",0.271021590991032,-2.42427472696979,2.96631790895185,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PL",0.242492899596928,-2.45966932956506,2.94465512875892,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PL",0.405941244504846,-2.30861686505299,3.12049935406268,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PL",0.499288178685429,-2.23030385135759,3.22888020872845,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PL",0.407297203983588,-2.32795130754526,3.14254571551243,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PL",0.328351454300056,-2.4079731131484,3.06467602174851,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PM",0.0284628162170393,-3.8302994308201,3.88722506325417,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PM",0.0587643462464019,-5.42034349326023,5.53787218575304,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PM",0.0614101583022439,-6.3685726958865,6.49139301249098,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PM",0.0399056209482945,-7.01789002115433,7.09770126305092,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PM",0.0201765588034193,-7.62782796418334,7.66818108179018,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PM",0.0207767113356524,-8.3213214436341,8.36287486630541,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PM",0.0366858535207929,-9.05687809550614,9.13024980254772,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PM",0.0492830410050657,-9.71459250736265,9.81315858937278,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PM",0.0471977220898142,-10.251996239395,10.3463916835746,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PM",0.0356416442949771,-10.7197225619449,10.7910058505349,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PM",0.0277801246410602,-11.185055568472,11.2406158177541,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PM",0.0303533643529177,-11.6772866785347,11.7379934072405,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PM",0.038609731872108,-12.1736833232513,12.2509027869955,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PM",0.0433799463453546,-12.6354349988308,12.7221948915215,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PM",0.0408462092508195,-13.0527423300472,13.1344347485489,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","PP",-4.51655060560769,-50.9509554102718,41.9178541990564,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","PP",-6.0893443758094,-80.1075782223409,67.9288894707222,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","PP",-6.46894401268732,-101.969661438969,89.0317734135939,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","PP",-6.56056179948677,-119.879993123174,106.7588695242,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","PP",-6.58267409371094,-135.351642975805,122.186294788383,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","PP",-6.5880109783153,-149.158183296641,135.982161340011,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","PP",-6.58929905530051,-161.741431300808,148.562833190207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","PP",-6.58960993748044,-173.378055016941,160.19883514198,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","PP",-6.58968497005295,-184.254121850862,171.074751910756,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","PP",-6.58970307944391,-194.501742738003,181.322336579115,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","PP",-6.5897074502129,-204.218705771838,191.039290871412,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","PP",-6.58970850511428,-213.47979581415,200.300378803921,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","PP",-6.58970875971865,-222.343725403572,209.164307884135,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","PP",-6.58970882116837,-230.857591547994,217.678173905658,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","PP",-6.58970883599949,-239.059859093032,225.880441421033,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RF",0.0301289483171987,-0.198289896855091,0.258547793489489,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RF",0.00673923220607939,-0.221681390219922,0.23515985463208,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RF",0.028776120224726,-0.201370231232134,0.258922471681586,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RF",0.00895724861086686,-0.221198626159193,0.239113123380927,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RF",0.0275838255799981,-0.203683509790271,0.258851160950268,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RF",0.0107928901095216,-0.220491178156106,0.24207695837515,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RF",0.0265388252445685,-0.205466853014978,0.258544503504115,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RF",0.0123149163859517,-0.219711753367448,0.244341586139352,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RF",0.0256271569051257,-0.206871373444271,0.258125687254522,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RF",0.0135791119117218,-0.218941757013744,0.246099980837188,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RF",0.0248349113334961,-0.207996530625506,0.257666353292498,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RF",0.0146308602918666,-0.218222147767052,0.247483868350786,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RF",0.0241487289602547,-0.208909941945888,0.257207399866397,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RF",0.0155071831228209,-0.217571014237031,0.248585380482672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RF",0.0235560984177473,-0.209659070509718,0.256771267345213,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RM",1.02354461114574,-7.59997022410645,9.64705944639793,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RM",2.12661452308746,-10.5515027317268,14.8047317779017,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RM",3.00749341065728,-11.6831103507088,17.6980971720233,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RM",3.62499571171952,-11.9596232267325,19.2096146501716,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RM",4.02549598544378,-11.9202267335007,19.9712187043882,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RM",4.27136104403663,-11.8083459212627,20.351068009336,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RM",4.41585329827645,-11.7098703277837,20.5415769243366,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RM",4.49761271082642,-11.6428165377931,20.6380419594459,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RM",4.54225940952494,-11.602552418027,20.6870712370769,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RM",4.56578071528594,-11.5802472943234,20.7118087248953,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RM",4.57769924216894,-11.5686410159266,20.7240395002645,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RM",4.58346828539871,-11.5629451299826,20.7298817007801,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RM",4.58610031696623,-11.5603283259989,20.7325289599313,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RM",4.58720144587866,-11.5592298622563,20.7336327540136,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RM",4.58759637980666,-11.558835271173,20.7340280307863,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","RO",0,-1.48361723441294,1.48361723441294,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","RO",0,-2.09815161427725,2.09815161427725,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","RO",0,-2.56970042898804,2.56970042898804,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","RO",0,-2.96723446882589,2.96723446882589,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","RO",0,-3.31746898873758,3.31746898873758,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","RO",0,-3.63410519791085,3.63410519791085,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","RO",0,-3.92528224306607,3.92528224306607,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","RO",0,-4.1963032285545,4.1963032285545,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","RO",0,-4.45085170323883,4.45085170323883,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","RO",0,-4.69160963662485,4.69160963662485,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","RO",0,-4.92060169905249,4.92060169905249,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","RO",0,-5.13940085797609,5.13940085797609,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","RO",0,-5.34925801183795,5.34925801183795,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","RO",0,-5.55118738428632,5.55118738428632,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","RO",0,-5.74602484102764,5.74602484102764,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SF",0.170536411026104,-3.02487666493524,3.36594948698744,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SF",0.301396487891171,-3.72536335795002,4.32815633373236,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SF",0.425483754615578,-4.22436701411467,5.07533452334583,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SF",0.519651036243531,-4.45327207779469,5.49257415028176,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SF",0.609987152671434,-4.64315100949926,5.86312531484213,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SF",0.677703937381728,-4.72627297045243,6.08168084521589,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SF",0.743506213303502,-4.79937069665494,6.28638312326195,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SF",0.792164845551006,-4.82507660368529,6.4094062947873,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SF",0.840125888634041,-4.84856786681932,6.52881964408741,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SF",0.875059991467323,-4.8511045618241,6.60122454475874,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SF",0.910040749156541,-4.85352908883907,6.67361058715215,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SF",0.935097136986166,-4.8475275406029,6.71772181457523,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SF",0.960629394310239,-4.84176083249273,6.76301962111321,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SF",0.978581389502981,-4.83353110720734,6.7906938862133,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SF",0.997232170874678,-4.82538327250897,6.81984761425833,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SH",0.0620811017560645,-3.10851304678604,3.23267525029817,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SH",0.186677278275608,-4.06083419122916,4.43418874778037,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SH",0.379904490470622,-4.85666792878891,5.61647690973015,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SH",0.610338324798755,-5.56971392780364,6.79039057740115,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SH",0.837086404239401,-6.12591762774532,7.80009043622412,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SH",1.02799081802107,-6.4817957306763,8.53777736671843,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SH",1.16717750998178,-6.66142793690942,8.99578295687298,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SH",1.25441650467833,-6.72767612051198,9.23650912986864,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SH",1.29998426523399,-6.74218116996863,9.34214970043661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SH",1.31841778390317,-6.74275294752618,9.37958851533251,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SH",1.3234340998435,-6.74288836510923,9.38975656479624,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SH",1.32500559780226,-6.74289222455536,9.39290342015988,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SH",1.32855688318383,-6.7402478616861,9.39736162805376,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SH",1.33566114268779,-6.7341406900346,9.40546297541017,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SH",1.34544530390789,-6.72561122084557,9.41650182866135,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","SO",0,-0.286815525318473,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","All","total",46.5180348941478,-15.1853900081925,108.221459796488,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","All","total",58.0189857756558,-31.6967374304974,147.734708981809,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","All","total",73.204539184402,-37.3327038718538,183.741782240658,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","All","total",86.1879192478299,-37.3694234978455,209.745261993505,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","All","total",97.2884799803963,-34.9780747461827,229.555034706975,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","All","total",106.779263426264,-31.5070912313596,245.065618083888,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","All","total",114.893715712634,-27.632311411195,257.419742836464,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","All","total",121.83142915677,-23.7156633030175,267.378521616557,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","All","total",127.763051666127,-19.9533385117016,275.479441843955,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","All","total",132.834484188791,-16.4477087816309,282.116677159213,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","All","total",137.170469459493,-13.246005202597,287.586944121582,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","All","total",140.877660314093,-10.36258633942,292.117906967605,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","All","total",144.047243044296,-7.7923491440126,295.886835232604,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","All","total",146.757180319614,-5.51903789207654,299.033398531305,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","All","total",149.07412884605,-3.52047030077154,301.668727992873,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","BA",0,-1.0129287388923,1.0129287388923,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","BA",0,-1.13025115699266,1.13025115699266,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","BA",0,-1.361853290451,1.361853290451,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","BA",0,-1.5002210818647,1.5002210818647,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","BA",0,-1.65345320934772,1.65345320934772,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","BA",0,-1.78101721348771,1.78101721348771,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","BA",0,-1.90595099177207,1.90595099177207,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","BA",0,-2.0203558801622,2.0203558801622,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","BA",0,-2.12997286778657,2.12997286778657,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","BA",0,-2.23356640755217,2.23356640755217,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","BA",0,-2.33287862463024,2.33287862463024,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","BA",0,-2.42797945264768,2.42797945264768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","BA",0,-2.51956752047235,2.51956752047235,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","BA",0,-2.60790481401695,2.60790481401695,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","BA",0,-2.69336408618829,2.69336408618829,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DM",9.36876291002117,3.30281614607517,15.4347096739672,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DM",9.59015445464901,2.0127139740477,17.1675949352503,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DM",9.7230697091411,1.32287628052867,18.1232631377535,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DM",9.80286708761096,0.857163454699275,18.7485707205226,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DM",9.85077446765544,0.493056392292139,19.2084925430187,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DM",9.87953627796471,0.181112963460448,19.577959592469,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DM",9.89680379982665,-0.101196817824011,19.8948044174773,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DM",9.90717057813602,-0.365065656391712,20.1794068126638,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DM",9.91339440651018,-0.616437686270388,20.4432264992908,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DM",9.91713096173255,-0.858647746962463,20.6929096704276,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DM",9.91937425060403,-1.09366133187423,20.9324098330823,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DM",9.92072103786166,-1.32269500593745,21.1641370816608,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DM",9.92152959887241,-1.54654202198562,21.3896012197304,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DM",9.92201502884986,-1.76574935062471,21.6097794083244,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DM",9.92230646296537,-1.98071648147344,21.8253294074042,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DO",0.500759279214726,-2.63638704956193,3.63790560799138,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DO",0.737578642104022,-3.16155557417924,4.63671285838728,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DO",0.955185988355904,-3.48668061630967,5.39705259302148,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DO",1.15513989653748,-3.69794231534983,6.0082221084248,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DO",1.33887250522804,-3.83603157303705,6.51377658349313,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DO",1.5076997704875,-3.92410271701136,6.93950225798636,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DO",1.6628308911858,-3.97677459175256,7.30243637412416,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DO",1.80537696970058,-4.00389822322146,7.61465216262262,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DO",1.9363589700141,-4.01240686198254,7.88512480201075,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DO",2.05671503020801,-4.00732924733238,8.12075930774841,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DO",2.16730718173058,-3.99239067663408,8.32700504009523,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DO",2.268927523562,-3.97039192276573,8.50824696988973,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DO",2.36230389549947,-3.94345977678509,8.66806756778403,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DO",2.44810509119579,-3.91321915120531,8.80942933359688,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DO",2.52694564828926,-3.88091501630847,8.934806312887,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","DS",0.0715473609567608,-0.386660983127436,0.529755705040958,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","DS",0.0889425251491635,-0.384182333031129,0.562067383329456,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","DS",0.128256902451595,-0.411511510972224,0.668025315875413,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","DS",0.146345502314802,-0.408260547222224,0.700951551851829,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","DS",0.170022183620112,-0.408565078278609,0.748609445518833,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","DS",0.1846488666781,-0.404121498782161,0.77341923213836,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","DS",0.199815504502301,-0.399853411024835,0.799484420029438,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","DS",0.210675516240666,-0.395357473825615,0.816708506306947,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","DS",0.220753247740041,-0.391014272210578,0.832520767690661,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","DS",0.228528917894376,-0.387200205219945,0.844258041008697,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","DS",0.235361280912289,-0.383726003738024,0.854448565562603,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","DS",0.240835423380766,-0.380807755837548,0.86247860259908,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","DS",0.245516769037852,-0.378275048442496,0.8693085865182,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","DS",0.249339324522829,-0.376194589433061,0.874873238478718,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","DS",0.252564315375706,-0.374457494854006,0.879586125605418,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","NA",0.0181911026517564,-0.550602287310474,0.586984492613987,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","NA",0.0263245166568041,-0.599748156984611,0.65239719029822,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","NA",0.0321594321690519,-0.62298847096827,0.687307335306374,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","NA",0.0363454036459667,-0.634396124798403,0.707086932090336,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","NA",0.0393484217991456,-0.640108854655458,0.718805698253749,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","NA",0.0415027886117375,-0.643023309991912,0.726028887215387,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","NA",0.0430483325034,-0.644554663217066,0.730651328223866,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","NA",0.0441571065093371,-0.645404687976073,0.733718900994747,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","NA",0.0449525415680719,-0.645922922493935,0.735828005630079,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","NA",0.045523187100233,-0.646283015229686,0.737329389430152,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","NA",0.0459325685070488,-0.646570479332428,0.738435616346526,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","NA",0.0462262589449846,-0.646826749690174,0.739279267580144,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","NA",0.0464369526206105,-0.64707136414675,0.739945269387971,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","NA",0.0465881043750249,-0.647313115364774,0.740489324114824,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","NA",0.0466965407236466,-0.647555628782256,0.740948710229549,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OL",0.680335162456915,-0.417278797627574,1.7779491225414,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OL",0.528753739363502,-0.754058922620888,1.81156640134789,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OL",0.501607505458185,-0.859131864029169,1.86234687494554,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.10633044469714,1.73005335203634,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.11681604807456,1.74053895541376,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.1272252523307,1.7509481596699,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.13755970347682,1.76128261081601,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.14782098925438,1.77154389659358,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.15801064198274,1.78173354932193,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.16813014123027,1.79185304856946,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.17818091632231,1.80190382366151,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.18816434869781,1.811887256037,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.19808177412569,1.82180468146488,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.20793448479112,1.83165739213032,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OL",0.311861453669598,-1.2177237312608,1.8414466386,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","OT",1.33120234446719,-1.34389796101604,4.00630264995042,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","OT",1.55720915539517,-1.70262853490161,4.81704684569195,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","OT",1.71143233478724,-1.80127795958665,5.22414262916113,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","OT",1.81667159268455,-1.81718131076749,5.45052449613658,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","OT",1.88848506097403,-1.80705015091925,5.58402027286732,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","OT",1.93748934255874,-1.79121858424388,5.66619726936136,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","OT",1.97092902554345,-1.77669792398662,5.71855597507352,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","OT",1.99374769285082,-1.76540017702571,5.75289556272735,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","OT",2.00931876085175,-1.75736332775339,5.77600084945688,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","OT",2.01994419113756,-1.75204018448727,5.79192856676238,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","OT",2.02719480289725,-1.74879468082808,5.80318428662258,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","OT",2.03214249625891,-1.74707156218135,5.81135655469917,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","OT",2.03551871752304,-1.74643578420195,5.81747321924802,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","OT",2.03782259312549,-1.74656441239686,5.82220959864783,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","OT",2.03939471840293,-1.74722496110618,5.82601439791203,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PB",0.0232999954192174,-2.99866467484158,3.04526466568002,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PB",0.0499316099803146,-4.60695432282155,4.70681754278218,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PB",0.07425651894239,-5.66000321828048,5.80851625616526,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PB",0.0950705616913239,-6.36896305409082,6.55910417747347,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PB",0.112477084083336,-6.86283245193233,7.087786620099,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PB",0.126910221628557,-7.21851643937668,7.47233688263379,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PB",0.138839064548997,-7.48264445823212,7.76032258733012,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PB",0.148685845497883,-7.68437306512519,7.98174475612095,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PB",0.156810066193152,-7.84252567561329,8.1561458079996,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PB",0.16351182465768,-7.96960850778918,8.29663215710454,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PB",0.169039783922658,-8.07413726068326,8.41221682852858,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PB",0.173599406979445,-8.16203291749584,8.50923173145473,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PB",0.17736027797343,-8.23748739326535,8.59220794921221,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PB",0.180462309110917,-8.30351619445044,8.66444081267227,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PB",0.183020913750363,-8.36231998694101,8.72836181444173,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PE",0.218763263675927,-0.936726613566165,1.37425314091802,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PE",0.297049423403818,-0.940352150189791,1.53445099699743,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PE",0.350695292845508,-0.925936623505054,1.62732720919607,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PE",0.387456315715424,-0.909003098888916,1.68391573031976,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PE",0.412646937407394,-0.894326626056078,1.71962050087087,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PE",0.429908900532672,-0.882937656211977,1.74275545727732,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PE",0.441737722170426,-0.874589799279367,1.75806524362022,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PE",0.449843464276485,-0.868689019564713,1.76837594811768,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PE",0.4553979528893,-0.864633827648837,1.77542973342744,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PE",0.459204185970271,-0.86192206609726,1.7803304380378,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PE",0.461812420728958,-0.86016771902809,1.783792560486,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PE",0.463599722875648,-0.85908668055139,1.78628612630269,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PE",0.464824478029655,-0.858475093849028,1.78812404990834,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PE",0.465663745855773,-0.858188964789639,1.78951645650119,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PE",0.466238857119156,-0.858127602729621,1.79060531696793,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PF",7.92487957346088e-07,-1.93505037753293,1.93505196250885,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PF",8.29611212659572e-07,-2.08891103036235,2.08891268958477,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PF",8.63788489073014e-07,-2.26037045876385,2.26037218634082,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PF",7.71968096167999e-07,-2.34656919095636,2.34657073489256,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PF",6.90016177694514e-07,-2.42503952060666,2.42504090063902,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PF",6.35440884136641e-07,-2.50605773561153,2.5060590064933,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PF",6.02255011351261e-07,-2.5894072711421,2.58940847565213,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PF",5.82795401220672e-07,-2.67344542126064,2.67344658685144,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PF",5.71564342087268e-07,-2.75690726499098,2.75690840811966,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PF",5.65128891013935e-07,-2.83906104642586,2.83906217668364,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PF",5.61453582838361e-07,-2.91955086539879,2.91955198830595,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PF",5.59357843365027e-07,-2.9982430021052,2.99824412082089,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PF",5.58163669436828e-07,-3.07512427672796,3.0751253930553,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PF",5.57483446212533e-07,-3.15024252259451,3.1502436375614,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PF",5.57096039778155e-07,-3.22367362760302,3.2236747417951,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PL",0.0135135135134985,-0.176722096194331,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PM",0.00139434704214899,-0.872315138298917,0.875103832383215,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.951112315076528,0.954508628084951,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PM",0.00169815650421135,-0.978732271949127,0.98212858495755,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.00559517481516,1.00899148782359,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.03176006016629,1.03515637317471,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.05727866849578,1.0606749815042,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.08219664751062,1.08559296051904,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.10655451164219,1.10995082465062,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.13038841559923,1.13378472860765,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.15373078420145,1.15712709720987,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.17661082984168,1.1800071428501,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.19905498115014,1.20245129415856,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.22108724080394,1.22448355381236,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2427294862912,1.24612579929962,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PM",0.00169815650421135,-1.2640017243667,1.26739803737512,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","PP",0.537669536146721,-11.5924983346723,12.6678374069657,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","PP",0.537669536146721,-17.6955252210613,18.7708642933548,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","PP",0.537669536146721,-22.2166225762066,23.2919616485001,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","PP",0.537669536146721,-25.9777265200003,27.0530655922937,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","PP",0.537669536146721,-29.2679448090461,30.3432838813395,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","PP",0.537669536146721,-32.2294338600095,33.3047729323029,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","PP",0.537669536146721,-34.9446004511923,36.0199395234858,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","PP",0.537669536146721,-37.4662763370708,38.5416154093643,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","PP",0.537669536146721,-39.8307379183774,40.9060769906708,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","PP",0.537669536146721,-42.0641700825189,43.1395091548123,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","PP",0.537669536146721,-44.1862072789789,45.2615463512724,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","PP",0.537669536146721,-46.2120211136807,47.2873601859742,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","PP",0.537669536146721,-48.1536232617919,49.2289623340854,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","PP",0.537669536146721,-50.0207166407737,51.0960557130672,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","PP",0.537669536146721,-51.8212726924225,52.8966117647159,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RM",0.133168031579753,-1.38912708617964,1.65546314933915,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RM",0.208583804618713,-1.54087626300277,1.9580438722402,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RM",0.262088875013303,-1.59120831086206,2.11538606088867,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RM",0.300049005136892,-1.6033720410376,2.20347005131138,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RM",0.326980499075184,-1.60117719706946,2.25513819521983,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RM",0.346087529619781,-1.59440192537837,2.28657698461793,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RM",0.359643354523838,-1.58702366977307,2.30631037882075,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RM",0.369260777199775,-1.58050828855524,2.3190298429548,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RM",0.376084029903487,-1.57524456622552,2.32741262603249,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RM",0.380924908694765,-1.5711881974061,2.33303801479563,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RM",0.384359356822284,-1.56814850895895,2.33686722260351,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RM",0.386795987535258,-1.56591054824717,2.33950252331768,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RM",0.388524698818983,-1.56428182880968,2.34133122644765,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RM",0.389751163989338,-1.56310569206869,2.34260802004736,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RM",0.390621301662559,-1.56226088645323,2.34350348977834,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","RO",0.0403706829438491,-0.228936408236493,0.309677774124191,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","RO",0.0654687788617033,-0.254026134577073,0.38496369230048,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251810534866395,0.399368445537786,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.251913469726114,0.399471380397504,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25201637206362,0.39957428273501,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.25211924190972,0.399677152581111,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252222079295173,0.399779989966564,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252324884250688,0.399882794922078,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252427656806925,0.399985567478316,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252530396994499,0.40008830766589,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252633104843974,0.400191015515364,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252735780385865,0.400293691057256,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252838423650643,0.400396334322034,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.252941034668728,0.400498945340118,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","RO",0.0737789553356953,-0.253043613470492,0.400601524141882,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SF",0.0520823425748003,-0.712601679104523,0.816766364254124,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SF",0.0903306691333901,-0.861784523500667,1.04244586176745,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SF",0.11993367589809,-0.925812254878369,1.16567960667455,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SF",0.125311347594053,-0.923475773286924,1.17409846847503,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SF",0.137575383794971,-0.926625712425059,1.201776480015,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SF",0.14775874239901,-0.92694107246532,1.22245855726334,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SF",0.156214424587122,-0.925664603465593,1.23809345263984,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SF",0.163235542476264,-0.923565715386345,1.25003680033887,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SF",0.169065479708593,-0.921116563114884,1.25924752253207,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SF",0.17390632822724,-0.918600570418316,1.2664132268728,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SF",0.177925893695379,-0.91618104557112,1.27203283296188,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SF",0.181263512398055,-0.913945245057127,1.27647226985324,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SF",0.184034881266842,-0.911932901373308,1.28000266390699,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SF",0.186336068457794,-0.910154733084982,1.28282687000057,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SF",0.188246843507425,-0.908604418504365,1.28509810551921,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SH",0.0305860715612021,-0.523797159937667,0.584969303060071,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SH",0.0578128478610199,-0.684398655680299,0.800024351402339,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SH",0.0823303635251681,-0.78274713987688,0.947407866927217,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SH",0.105419207752149,-0.855567673116815,1.06640608862111,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SH",0.124935316164183,-0.899088679013277,1.14895931134164,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SH",0.138301573992815,-0.913990672127954,1.19059382011358,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SH",0.146645930963192,-0.916459818824566,1.20975168075095,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SH",0.150721087644845,-0.914947562691777,1.21638973798147,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SH",0.151143784031203,-0.914552406819543,1.21683997488195,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SH",0.148907336636964,-0.917559526481414,1.21537419975534,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SH",0.145108317493435,-0.923579228007563,1.21379586299443,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SH",0.140584680727971,-0.931243588821732,1.21241295027767,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SH",0.136005307258628,-0.939032038551799,1.21104265306905,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SH",0.131876767607161,-0.945761857758439,1.20951539297276,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SH",0.128505493470028,-0.9508641798235,1.20787516676356,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","AutoArima","Controls","total",12,-4.71101259272571,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","AutoArima","Controls","total",12,-11.6329406496203,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","AutoArima","Controls","total",12,-16.9443228565242,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","AutoArima","Controls","total",12,-21.4220251854514,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","AutoArima","Controls","total",12,-25.3669601301897,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","AutoArima","Controls","total",12,-28.9334539374021,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","AutoArima","Controls","total",12,-32.2131834764209,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","AutoArima","Controls","total",12,-35.2658812992406,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","AutoArima","Controls","total",12,-38.1330377781771,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","AutoArima","Controls","total",12,-40.844861800769,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","AutoArima","Controls","total",12,-43.4241586369754,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","AutoArima","Controls","total",12,-45.8886457130485,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","AutoArima","Controls","total",12,-48.252412767997,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","AutoArima","Controls","total",12,-50.5268837080445,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","AutoArima","Controls","total",12,-52.7214734698891,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","BA",5.29218326464095e-30,-4.44076966097041,4.44076966097041,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","BA",5.29218326464095e-30,-5.96122127348625,5.96122127348625,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","BA",5.29218326464095e-30,-7.16602281332783,7.16602281332783,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","BA",5.29218326464095e-30,-8.19558459481718,8.19558459481718,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.10951868873842,9.10951868873842,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","BA",5.29218326464095e-30,-9.93977135703555,9.93977135703555,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","BA",5.29218326464095e-30,-10.7058291841321,10.7058291841321,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","BA",5.29218326464095e-30,-11.4206174268068,11.4206174268068,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.0932305981137,12.0932305981137,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","BA",5.29218326464095e-30,-12.730355461998,12.730355461998,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.3370789185074,13.3370789185074,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","BA",5.29218326464095e-30,-13.9173775535538,13.9173775535538,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","BA",5.29218326464095e-30,-14.4744299320503,14.4744299320503,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.0108242860778,15.0108242860778,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","BA",5.29218326464095e-30,-15.5287014794275,15.5287014794275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DM",25.7653520438434,16.5784349858979,34.952269101789,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DM",26.0727842044929,15.0481177054247,37.0974507035611,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DM",26.3802163651423,13.7108000131541,39.0496327171306,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DM",26.6876485257918,12.4971614323635,40.8781356192201,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DM",26.9950806864412,11.3691346741925,42.62102669869,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DM",27.3025128470907,10.303220547769,44.3018051464124,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DM",27.6099450077402,9.28373963509993,45.9361503803804,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DM",27.9173771683896,8.299628822862,47.5351255139172,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DM",28.2248093290391,7.34274462164226,49.1068740364359,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DM",28.5322414896885,6.40688944067381,50.6575935387033,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DM",28.839673650338,5.48721724670206,52.1921300539739,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DM",29.1471058109875,4.57985259855305,53.7143590234218,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DM",29.4545379716369,3.68163652291178,55.227439420362,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DM",29.7619701322864,2.78995128917275,56.7339889754,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DM",30.0694022929358,1.90259615626152,58.2362084296101,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DO",0.113369629424392,-7.74900701611478,7.97574627496357,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DO",0.113369629424392,-10.6946436994773,10.9213829583261,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DO",0.113369629424392,-12.994236472344,13.2209757311928,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DO",0.113369629424392,-14.9466942257029,15.1734334845517,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DO",0.113369629424392,-16.6735809251555,16.9003201840043,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DO",0.113369629424392,-18.238684602277,18.4654238611258,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DO",0.113369629424392,-19.6804192985375,19.9071585573863,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DO",0.113369629424392,-21.0240442551099,21.2507835139587,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DO",0.113369629424392,-22.2872207942118,22.5139600530606,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DO",0.113369629424392,-23.4828723791858,23.7096116380346,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DO",0.113369629424392,-24.6207934356623,24.847532694511,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DO",0.113369629424392,-25.7086172835088,25.9353565423576,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DO",0.113369629424392,-26.7524300745318,26.9791693333806,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DO",0.113369629424392,-27.7571771778144,27.9839164366632,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DO",0.113369629424392,-28.7269418275604,28.9536810864092,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","DS",0.0832213580168938,-0.581416948867155,0.747859664900943,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","DS",0.0832213580168938,-0.718054846990001,0.884497563023788,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","DS",0.0832213580168938,-0.834571120947064,1.00101383698085,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","DS",0.0832213580168938,-0.937877320943843,1.10432003697763,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","DS",0.0832213580168938,-1.03165172440456,1.19809444043835,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","DS",0.0832213580168938,-1.11812849429111,1.2845712103249,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","DS",0.0832213580168938,-1.19878525092591,1.3652279669597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","DS",0.0832213580168938,-1.27465949946125,1.44110221549504,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","DS",0.0832213580168938,-1.3465128483439,1.51295556437769,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","DS",0.0832213580168938,-1.41492395488526,1.58136667091905,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","DS",0.0832213580168938,-1.48034471231824,1.64678742835203,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","DS",0.0832213580168938,-1.54313602399845,1.70957874003224,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","DS",0.0832213580168938,-1.60359155744479,1.77003427347858,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","DS",0.0832213580168938,-1.66195407428237,1.82839679031616,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","DS",0.0832213580168938,-1.71842698925664,1.88486970529043,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","NA",1.0536034883394,-1.53984768834724,3.64705466502604,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","NA",1.0536034883394,-1.76781048819504,3.87501746487383,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","NA",1.0536034883394,-1.97868354426659,4.08589052094538,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","NA",1.0536034883394,-2.17581634643542,4.28302332311421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","NA",1.0536034883394,-2.361589081687,4.4687960583658,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","NA",1.0536034883394,-2.53776506856062,4.64497204523941,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","NA",1.0536034883394,-2.70569377745599,4.81290075413478,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","NA",1.0536034883394,-2.86643525556904,4.97364223224783,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","NA",1.0536034883394,-3.02084022520847,5.12804720188726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","NA",1.0536034883394,-3.16960375213511,5.2768107288139,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","NA",1.0536034883394,-3.3133024205534,5.42050939723219,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","NA",1.0536034883394,-3.45242081677142,5.55962779345021,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","NA",1.0536034883394,-3.58737085541386,5.69457783209265,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","NA",1.0536034883394,-3.71850617935502,5.82571315603381,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","NA",1.0536034883394,-3.84613308637858,5.95334006305737,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OL",0.705346081322108,-2.19729977317259,3.6079919358168,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OL",0.705346081322108,-2.84647809452248,4.25717025716669,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OL",0.705346081322108,-3.39411205306747,4.80480421571169,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OL",0.705346081322108,-3.8767559488723,5.28744811151652,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OL",0.705346081322108,-4.3131956425864,5.72388780523062,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OL",0.705346081322108,-4.7146043846978,6.12529654734201,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OL",0.705346081322108,-5.08826808201395,6.49896024465817,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OL",0.705346081322108,-5.43925049559871,6.84994265824293,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OL",0.705346081322108,-5.77124014234587,7.18193230499009,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OL",0.705346081322108,-6.08702251380763,7.49771467645184,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OL",0.705346081322108,-6.38876225951986,7.79945442216407,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OL",0.705346081322108,-6.67818120386499,8.08887336650921,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OL",0.705346081322108,-6.95667566170376,8.36736782434798,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OL",0.705346081322108,-7.22539658315138,8.6360887457956,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OL",0.705346081322108,-7.48530598243929,8.89599814508351,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","OT",1.07678281001997,-7.46058517376667,9.61415079380661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","OT",1.07678281001997,-10.9390765435896,13.0926421636295,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","OT",1.07678281001997,-13.6159058452558,15.7694714652957,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","OT",1.07678281001997,-15.8751882799745,18.0287539000145,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","OT",1.07678281001997,-17.8669113321254,20.0204769521653,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","OT",1.07678281001997,-19.6682833905563,21.8218490105963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","OT",1.07678281001997,-21.3252705686646,23.4788361887046,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","OT",1.07678281001997,-22.8678662685649,25.0214318886049,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","OT",1.07678281001997,-24.316925926825,26.470491546865,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","OT",1.07678281001997,-25.6876463325353,27.8412119525752,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","OT",1.07678281001997,-26.9915069711904,29.1450725912304,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","OT",1.07678281001997,-28.2374307246656,30.3909963447055,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","OT",1.07678281001997,-29.4325164128774,31.5860820329173,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","OT",1.07678281001997,-30.5825217146759,32.7360873347158,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","OT",1.07678281001997,-31.6921931718835,33.8457587919235,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PB",4.00010000868854,-16.7952198004416,24.7954198178186,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PB",4.00010000868854,-25.4074527570831,33.4076527744602,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PB",4.00010000868854,-32.0160490550202,40.0162490723973,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PB",4.00010000868854,-37.5874200795174,45.5876200968945,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PB",4.00010000868854,-42.4959284324007,50.4961284497777,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PB",4.00010000868854,-46.9335774012749,54.933777418652,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PB",4.00010000868854,-51.014428328923,59.0146283463001,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PB",4.00010000868854,-54.8127996130569,62.812999630434,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PB",4.00010000868854,-58.3803135489752,66.3805135663522,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PB",4.00010000868854,-61.7545563232611,69.7547563406381,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PB",4.00010000868854,-64.9639026524132,72.9641026697903,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PB",4.00010000868854,-68.0303969821562,76.0305969995332,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PB",4.00010000868854,-70.9715701771606,78.9717701945376,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PB",4.00010000868854,-73.8016362454811,81.8018362628582,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PB",4.00010000868854,-76.5323096030387,84.5325096204158,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PE",3.56551894855687,-2.01846864846477,9.14950654557853,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PE",3.56551894855687,-3.72735079775543,10.8583886948692,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PE",3.56551894855687,-5.10575435988307,12.2367922569968,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PE",3.56551894855687,-6.29328485528508,13.4243227523988,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PE",3.56551894855687,-7.35240411838376,14.4834420154975,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PE",3.56551894855687,-8.31749732462141,15.4485352217352,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PE",3.56551894855687,-9.20989131497696,16.3409292120907,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PE",3.56551894855687,-10.0438946705008,17.1749325676145,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PE",3.56551894855687,-10.8296597827954,17.9606976799092,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PE",3.56551894855687,-11.5746990934847,18.7057369905985,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PE",3.56551894855687,-12.2847565699806,19.4157944670944,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PE",3.56551894855687,-12.9643408713731,20.0953787684868,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PE",3.56551894855687,-13.6170680894744,20.7481059865881,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PE",3.56551894855687,-14.2458911296067,21.3769290267204,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PE",3.56551894855687,-14.8532584436994,21.9842963408132,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PF",5.91112143369952e-12,-6.92301357337909,6.92301357339091,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PF",5.91112143369952e-12,-8.7856424599539,8.78564245996573,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PF",5.91112143369952e-12,-10.3173111773903,10.3173111774021,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PF",5.91112143369952e-12,-11.6493049761805,11.6493049761923,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PF",5.91112143369952e-12,-12.8438974974509,12.8438974974627,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PF",5.91112143369952e-12,-13.9364665328765,13.9364665328883,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PF",5.91112143369952e-12,-14.9493978446943,14.9493978447061,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PF",5.91112143369952e-12,-15.8979210092363,15.8979210092481,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PF",5.91112143369952e-12,-16.7929535494171,16.7929535494289,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PF",5.91112143369952e-12,-17.6426382780424,17.6426382780542,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PF",5.91112143369952e-12,-18.4532404175205,18.4532404175323,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.2297030243262,19.229703024338,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PF",5.91112143369952e-12,-19.9760074814951,19.9760074815069,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PF",5.91112143369952e-12,-20.6954166761076,20.6954166761195,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PF",5.91112143369952e-12,-21.3906444011087,21.3906444011205,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PH",0.000104822580909448,-0.406781147030007,0.406990792191825,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PH",0.000104822580909448,-0.459118596665746,0.459328241827565,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PH",0.000104822580909448,-0.506073115799423,0.506282760961242,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PH",0.000104822580909448,-0.549027276117881,0.5492369212797,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PH",0.000104822580909448,-0.588856991410212,0.589066636572031,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PH",0.000104822580909448,-0.62615868015423,0.626368325316049,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PH",0.000104822580909448,-0.66136016619511,0.661569811356929,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PH",0.000104822580909448,-0.694780698850379,0.694990344012198,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PH",0.000104822580909448,-0.726666010910094,0.726875656071913,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PH",0.000104822580909448,-0.757210039898088,0.757419685059907,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PH",0.000104822580909448,-0.786569034522501,0.78677867968432,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PH",0.000104822580909448,-0.81487107520278,0.815080720364599,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PH",0.000104822580909448,-0.842222709016334,0.842432354178153,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PH",0.000104822580909448,-0.86871370105051,0.868923346212329,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PH",0.000104822580909448,-0.894420517207435,0.894630162369254,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PL",4.39711911044042e-09,-1.57355165127492,1.57355166006916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.04095841277745,2.04095842157169,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.41970198308052,2.41970199187476,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PL",4.39711911044042e-09,-2.74670787154651,2.74670788034074,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.03872515647845,3.03872516527269,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.30504115282101,3.30504116161525,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.55144244881443,3.55144245760867,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.78182362264325,3.78182363143749,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PL",4.39711911044042e-09,-3.99895440814727,3.99895441694151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.20488796571288,4.20488797450712,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.40119634304562,4.40119635183986,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.58911491422399,4.58911492301822,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.76963543071512,4.76963543950936,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PL",4.39711911044042e-09,-4.94356840632057,4.94356841511481,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PL",4.39711911044042e-09,-5.11158635201058,5.11158636080482,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PM",1.24350017876206e-32,-3.96227247487839,3.96227247487839,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PM",1.24350017876206e-32,-5.60321156698553,5.60321156698553,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PM",1.24350017876206e-32,-6.86238708931681,6.86238708931681,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PM",1.24350017876206e-32,-7.92393420359126,7.92393420359126,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PM",1.24350017876206e-32,-8.85918224003012,8.85918224003012,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PM",1.24350017876206e-32,-9.70471466150791,9.70471466150791,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PM",1.24350017876206e-32,-10.4822642287107,10.4822642287107,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.2059912573467,11.2059912573467,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PM",1.24350017876206e-32,-11.8857316459253,11.8857316459253,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PM",1.24350017876206e-32,-12.5286469125031,12.5286469125031,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.1401434603049,13.1401434603049,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PM",1.24350017876206e-32,-13.7244215490714,13.7244215490714,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.2848214394103,14.2848214394103,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PM",1.24350017876206e-32,-14.8240514116438,14.8240514116438,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PM",1.24350017876206e-32,-15.3443434839774,15.3443434839774,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","PP",2.00270228163834,-45.8531062623554,49.8585108256321,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","PP",2.00270228163834,-65.6722447465868,69.6776493098635,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","PP",2.00270228163834,-80.8804594531,84.8858640163766,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","PP",2.00270228163834,-93.7017309647923,97.7071355280689,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","PP",2.00270228163834,-104.997571488545,109.002976051822,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","PP",2.00270228163834,-115.209833868587,119.215238431864,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","PP",2.00270228163834,-124.601004909903,128.60640947318,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","PP",2.00270228163834,-133.342111872859,137.347516436135,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","PP",2.00270228163834,-141.551951987699,145.557356550976,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","PP",2.00270228163834,-149.317021503011,153.322426066288,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","PP",2.00270228163834,-156.702618518064,160.708023081341,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","PP",2.00270228163834,-163.759473422019,167.764877985295,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","PP",2.00270228163834,-170.527929601178,174.533334164454,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","PP",2.00270228163834,-177.040697434066,181.046101997343,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","PP",2.00270228163834,-183.324735043846,187.330139607122,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RF",0.0585428740741104,-0.173925598960492,0.291011347108713,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RF",0.0585428740741104,-0.173997173496421,0.291082921644642,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RF",0.0585428740741104,-0.174068726008883,0.291154474157104,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RF",0.0585428740741104,-0.174140256518195,0.291226004666416,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RF",0.0585428740741104,-0.174211765044643,0.291297513192864,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RF",0.0585428740741104,-0.174283251608483,0.291368999756703,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RF",0.0585428740741104,-0.174354716229937,0.291440464378158,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RF",0.0585428740741104,-0.1744261589292,0.291511907077421,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RF",0.0585428740741104,-0.174497579726432,0.291583327874653,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RF",0.0585428740741104,-0.174568978641765,0.291654726789986,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RF",0.0585428740741104,-0.1746403556953,0.291726103843521,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RF",0.0585428740741104,-0.174711710907105,0.291797459055326,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RF",0.0585428740741104,-0.174783044297219,0.29186879244544,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RF",0.0585428740741104,-0.174854355885651,0.291940104033872,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RF",0.0585428740741104,-0.174925645692378,0.292011393840599,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RM",1.00839262552313e-44,-9.44037731712385,9.44037731712385,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RM",1.00839262552313e-44,-13.3500416096544,13.3500416096544,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RM",1.00839262552313e-44,-16.3501222646604,16.3501222646604,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RM",1.00839262552313e-44,-18.8793375190758,18.8793375190758,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RM",1.00839262552313e-44,-21.1076354016508,21.1076354016508,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RM",1.00839262552313e-44,-23.1221789487682,23.1221789487682,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RM",1.00839262552313e-44,-24.9747481754811,24.9747481754811,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RM",1.00839262552313e-44,-26.6990811362215,26.6990811362215,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RM",1.00839262552313e-44,-28.3186126180005,28.3186126180005,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RM",1.00839262552313e-44,-29.8504054863282,29.8504054863282,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RM",1.00839262552313e-44,-31.3073409089315,31.3073409089315,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RM",1.00839262552313e-44,-32.699426323376,32.699426323376,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RM",1.00839262552313e-44,-34.0346201531284,34.0346201531284,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RM",1.00839262552313e-44,-35.3193750802243,35.3193750802243,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RM",1.00839262552313e-44,-36.5590090558731,36.5590090558731,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","RO",1.03021319438282e-72,-1.48614198021607,1.48614198021607,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.10161688605706,2.10161688605706,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.57390153000456,2.57390153000456,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","RO",1.03021319438282e-72,-2.97206067174939,2.97206067174939,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.32284820402002,3.32284820402002,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.63998567818044,3.63998567818044,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","RO",1.03021319438282e-72,-3.93162451001597,3.93162451001597,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.20307587822989,4.20307587822989,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.45802898022855,4.45802898022855,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.69916992020476,4.69916992020476,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","RO",1.03021319438282e-72,-4.92852650285629,4.92852650285629,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.14767413884722,5.14767413884722,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.35786567488922,5.35786567488922,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.56011691788543,5.56011691788543,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","RO",1.03021319438282e-72,-5.75526504089563,5.75526504089563,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SF",1.11323675283798e-17,-3.28814746106366,3.28814746106366,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.08917806100133,4.08917806100133,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SF",1.11323675283798e-17,-4.75718831910717,4.75718831910717,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.3423126258508,5.3423126258508,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SF",1.11323675283798e-17,-5.8693924456625,5.8693924456625,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.35289155976042,6.35289155976042,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SF",1.11323675283798e-17,-6.80210957416524,6.80210957416524,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.22344503321134,7.22344503321134,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.62152357712687,7.62152357712687,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SF",1.11323675283798e-17,-7.99981781827411,7.99981781827411,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.36101361166522,8.36101361166522,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SF",1.11323675283798e-17,-8.70723906317762,8.70723906317762,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.04021435543435,9.04021435543435,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.3613534855317,9.3613534855317,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SF",1.11323675283798e-17,-9.67183553261488,9.67183553261488,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SH",1.0492714536279e-20,-3.42137559467193,3.42137559467193,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SH",1.0492714536279e-20,-4.83831150301842,4.83831150301842,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SH",1.0492714536279e-20,-5.92559747541664,5.92559747541664,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SH",1.0492714536279e-20,-6.84223301861956,6.84223301861956,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SH",1.0492714536279e-20,-7.64981045003806,7.64981045003806,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SH",1.0492714536279e-20,-8.37991928134963,8.37991928134963,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.05132556051095,9.05132556051095,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SH",1.0492714536279e-20,-9.67625659244228,9.67625659244228,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.2632055851574,10.2632055851574,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SH",1.0492714536279e-20,-10.8183564428073,10.8183564428073,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.3463775436945,11.3463775436945,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SH",1.0492714536279e-20,-11.8508957722392,11.8508957722392,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.3347954115543,12.3347954115543,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SH",1.0492714536279e-20,-12.8004150356668,12.8004150356668,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SH",1.0492714536279e-20,-13.2496819707398,13.2496819707398,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945118448448,0.297689748069871,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945119885066,0.297689749506489,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945121321684,0.297689750943107,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945122758302,0.297689752379725,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694512419492,0.297689753816343,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945125631538,0.297689755252961,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945127068156,0.297689756689579,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945128504774,0.297689758126197,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945129941392,0.297689759562815,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","SO",0.0103723148107114,-0.27694513137801,0.297689760999433,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945132814628,0.29768976243605,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945134251246,0.297689763872668,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945135687864,0.297689765309286,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945137124482,0.297689766745904,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","SO",0.0103723148107114,-0.276945138561099,0.297689768182522,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","All","total",44.7909019208755,27.4565227762007,62.1252810655503,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","All","total",48.9154552316496,23.12278361882,74.7081268444792,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","All","total",53.0400085424237,19.6800980493509,86.3999190354965,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","All","total",57.1645618531978,16.5042597011459,97.8248640052497,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","All","total",61.2891151639719,13.3630735182695,109.215156809674,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","All","total",65.413668474746,10.141892694145,120.685444255347,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","All","total",69.5382217855201,6.77457704431338,132.301866526727,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","All","total",73.6627750962942,3.21874343678653,144.106806755802,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","All","total",77.7873284070683,-0.555028260798338,156.129685074935,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","All","total",81.9118817178424,-4.5685462928718,168.392309728557,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","All","total",86.0364350286166,-8.83891335909101,180.911783416324,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","All","total",90.1609883393907,-13.3802174768129,193.702194155594,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","All","total",94.2855416501648,-18.2045701854548,206.775653485784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","All","total",98.4100949609389,-23.3227724557528,220.142962377631,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","All","total",102.534648271713,-28.7447576139357,233.814054157362,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.03040854621815,1.03040854625255,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.16397734527625,1.16397734531065,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.28372300303211,1.28372300306651,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.39321435418659,1.39321435422099,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.49470656816299,1.4947065681974,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.58973243443916,1.58973243447356,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.6793899789228,1.6793899789572,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.76449771592511,1.76449771595952,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.84568515129306,1.84568515132746,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.92344876872314,1.92344876875754,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-1.99818834300011,1.99818834303451,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.070231422402,2.0702314224364,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.13985037572718,2.13985037576158,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.20727459068848,2.20727459072288,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","BA",1.72002645931258e-11,-2.27269940971046,2.27269940974486,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DM",8.71186752154017,2.59688798171251,14.8268470613678,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DM",8.71186752154017,1.20654094346497,16.2171940996154,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DM",8.71186752154017,0.0362188821234604,17.3875161609569,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DM",8.71186752154017,-0.993998312359663,18.41773335544,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DM",8.71186752154017,-1.92489814555597,19.3486331886363,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DM",8.71186752154017,-2.78064030433344,20.2043753474138,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DM",8.71186752154017,-3.57693585384254,21.0006708969229,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DM",8.71186752154017,-4.32468266130607,21.7484177043864,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DM",8.71186752154017,-5.03180713049229,22.4555421735726,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DM",8.71186752154017,-5.70428818003196,23.1280232231123,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DM",8.71186752154017,-6.34676779123043,23.7705028343108,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DM",8.71186752154017,-6.96293549968063,24.386670542761,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DM",8.71186752154017,-7.55578141815372,24.9795164612341,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DM",8.71186752154017,-8.12776888475361,25.551503927834,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DM",8.71186752154017,-8.68095589983757,26.1046909429179,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DO",0.232574414671326,-2.95602503732165,3.4211738666643,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DO",0.232574414671326,-3.78222223807596,4.24737106741861,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DO",0.232574414671326,-4.46529934486837,4.93044817421103,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DO",0.232574414671326,-5.06095404546116,5.52610287480381,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DO",0.232574414671326,-5.59605057377093,6.06119940311358,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DO",0.232574414671326,-6.08599306170766,6.55114189105031,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DO",0.232574414671326,-6.54058737663524,7.0057362059779,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DO",0.232574414671326,-6.96653291532981,7.43168174467246,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DO",0.232574414671326,-7.36864733229389,7.83379616163654,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DO",0.232574414671326,-7.75053260854951,8.21568143789216,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DO",0.232574414671326,-8.11496554880646,8.58011437814911,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DO",0.232574414671326,-8.46414043287425,8.9292892622169,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DO",0.232574414671326,-8.79982697350782,9.26497580285047,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DO",0.232574414671326,-9.12347713151211,9.58862596085476,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DO",0.232574414671326,-9.4362996786501,9.90144850799275,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","DS",0.304436566072281,-0.189262519403354,0.798135651547916,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","DS",0.304436566072281,-0.221742389723662,0.830615521868224,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","DS",0.304436566072281,-0.252330710305865,0.861203842450428,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","DS",0.304436566072281,-0.281323885450839,0.890197017595402,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","DS",0.304436566072281,-0.308948152592604,0.917821284737167,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","DS",0.304436566072281,-0.3353808450808,0.944253977225362,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","DS",0.304436566072281,-0.36076402483069,0.969637156975252,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","DS",0.304436566072281,-0.385213586295347,0.994086718439909,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","DS",0.304436566072281,-0.408825545064798,1.01769867720936,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","DS",0.304436566072281,-0.431680507297678,1.04055363944224,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","DS",0.304436566072281,-0.453846924602403,1.06272005674697,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","DS",0.304436566072281,-0.475383514941804,1.08425664708637,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","DS",0.304436566072281,-0.496341096750456,1.10521422889502,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","DS",0.304436566072281,-0.516764001267316,1.12563713341188,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","DS",0.304436566072281,-0.536691175903875,1.14556430804844,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.58947914436926,0.589695957074082,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.630911911960978,0.6311287246658,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.669786961807933,0.670003774512754,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.706526553468453,0.706743366173274,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.741448151571113,0.741664964275935,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.774797581982778,0.7750143946876,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.806769808074084,0.806986620778905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.837522547632958,0.83773936033778,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.867185532997329,0.867402345702151,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.895867005916889,0.896083818621711,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.923658394062874,0.923875206767696,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.950637755200632,0.950854567905454,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","NA",0.000108406352410713,-0.976872364116587,0.977089176821408,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.00242068949696,1.00263750220178,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","NA",0.000108406352410713,-1.02733392788484,1.02755074058967,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","OL",0.607469464226628,-0.542371574798896,1.75731050325215,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","OL",0.607469464226628,-0.737903098576769,1.95284202703002,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OL",0.607469464226628,-0.908419796392717,2.12335872484597,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OL",0.607469464226628,-1.06160607875456,2.27654500720781,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OL",0.607469464226628,-1.20186911268341,2.41680804113666,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OL",0.607469464226628,-1.33201474648809,2.54695367494135,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OL",0.607469464226628,-1.45396011772096,2.66889904617421,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OL",0.607469464226628,-1.56908396701403,2.78402289546728,217,512,512 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-2019-02-26,1,2019,514,"abundance","ESSS","Controls","OT",1.42066256444124,-1.95496013024189,4.79628525912437,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","OT",1.42066256444124,-2.44481351420934,5.28613864309182,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","OT",1.42066256444124,-2.87921906792726,5.72054419680974,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","OT",1.42066256444124,-3.27359550155173,6.11492063043421,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","OT",1.42066256444124,-3.63731485028691,6.47863997916939,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","OT",1.42066256444124,-3.97657860727419,6.81790373615667,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","OT",1.42066256444124,-4.29574268741243,7.13706781629491,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","OT",1.42066256444124,-4.59800553914948,7.43933066803196,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","OT",1.42066256444124,-4.88579781194585,7.72712294082833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","OT",1.42066256444124,-5.16101801248593,8.00234314136842,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","OT",1.42066256444124,-5.4251825955416,8.26650772442408,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","OT",1.42066256444124,-5.67952565082605,8.52085077970854,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","OT",1.42066256444124,-5.9250674489734,8.76639257785588,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","OT",1.42066256444124,-6.1626629704241,9.00398809930658,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-3.16138995181386,3.16138995181386,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-4.47064504351342,4.47064504351342,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-5.47530344207082,5.47530344207082,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-6.32228032124597,6.32228032124597,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.0684870473161,7.0684870473161,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-7.74311241141035,7.74311241141035,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.36349630796824,8.36349630796824,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-8.94093681730611,8.94093681730611,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.48328170248682,9.48328170248682,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-9.99624492128833,9.99624492128833,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.4841400793792,10.4841400793792,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-10.9503184374568,10.9503184374568,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.3974450891139,11.3974450891139,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-11.8276808900574,11.8276808900574,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PB",1.42814749358233e-203,-12.2428067008628,12.2428067008628,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.10662303165108,1.30377841568441,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.18748200356136,1.38463738759468,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.26354943011666,1.46070481414999,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.33558793757853,1.53274332161186,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.40417704824309,1.60133243227642,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.46976938871328,1.66692477274661,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.53272648620858,1.7298818702419,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.59334254196486,1.79049792599819,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.65186077717244,1.84901616120576,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.708485004925,1.90564038895832,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.76338802918742,1.96054341322075,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.81671787347709,2.01387325751041,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.86860248769769,2.06575787173102,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.91915336432409,2.11630874835742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PE",0.0985776920166636,-1.96846835778072,2.16562374181404,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PF",-9.83996867033705e-07,-1.91069259944034,1.91069063144661,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PF",-1.16866001194861e-06,-2.00512238836142,2.00512005104139,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PF",-1.3279051413316e-06,-2.09534202023347,2.09533936442318,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PF",-1.46523092576949e-06,-2.18186837748549,2.18186544702364,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PF",-1.58365446025715e-06,-2.26512021746457,2.26511705015565,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PF",-1.68577755081845e-06,-2.34544248474826,2.34543911319316,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PF",-1.77384387708468e-06,-2.4231233799739,2.42311983228615,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PF",-1.84978828671235e-06,-2.49840666042351,2.49840296084693,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PF",-1.91527930465557e-06,-2.5715007062226,2.57149687566399,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PF",-1.97175579123657e-06,-2.64258533497756,2.64258139146598,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PF",-2.02045855440477e-06,-2.71181701312309,2.71181297220598,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PF",-2.06245761071677e-06,-2.7793329025754,2.77932877766018,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PF",-2.09867569397019e-06,-2.84525404615941,2.84524984880802,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PF",-2.12990852798454e-06,-2.90968790601742,2.90968364620036,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PF",-2.15684230892878e-06,-2.97273040893187,2.97272609524726,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252759952862,0.204893577589188,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252760905743,0.204893578542069,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252761858624,0.20489357949495,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252762811505,0.204893580447831,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252763764386,0.204893581400711,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252764717267,0.204893582353592,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252765670147,0.204893583306473,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252766623028,0.204893584259354,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252767575909,0.204893585212235,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.17625276852879,0.204893586165115,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252769481671,0.204893587117996,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252770434552,0.204893588070877,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252771387432,0.204893589023758,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252772340313,0.204893589976639,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PL",0.0143204088181628,-0.176252773293194,0.204893590929519,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.881529887611347,0.881762815960118,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.925148137174835,0.925381065523606,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PM",0.000116464174385185,-0.966800737763181,0.967033666111951,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.00673167149237,1.00696459984114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.04513827089667,1.04537119924544,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.08218282626301,1.08241575461178,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.11800072421605,1.11823365256482,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.15270630618842,1.15293923453719,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.18639718208503,1.1866301104338,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.21915746962911,1.21939039797788,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.25106026936309,1.25129319771186,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.28216958481716,1.28240251316593,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.31254183269163,1.3127747610404,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.34222704522402,1.34245997357279,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PM",0.000116464174385185,-1.37126983811861,1.37150276646738,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","PP",1.00040090338717,-11.2280827531421,13.2288845599164,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","PP",1.00040090338717,-16.2924199588441,18.2932217656185,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","PP",1.00040090338717,-20.1785389711307,22.179340777905,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","PP",1.00040090338717,-23.4547281096371,25.4555299164114,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","PP",1.00040090338717,-26.3411275081497,28.3419293149241,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","PP",1.00040090338717,-28.950642763138,30.9514445699123,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","PP",1.00040090338717,-31.3503464998695,33.3511483066438,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","PP",1.00040090338717,-33.5839409059423,35.5847427127166,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","PP",1.00040090338717,-35.6817819545039,37.6825837612782,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","PP",1.00040090338717,-37.6659718260915,39.6667736328658,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","PP",1.00040090338717,-39.5531959887529,41.5539977955272,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","PP",1.00040090338717,-41.3564174583053,43.3572192650797,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","PP",1.00040090338717,-43.0859450844652,45.0867468912396,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","PP",1.00040090338717,-44.750137272637,46.7509390794114,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","PP",1.00040090338717,-46.3558825680917,48.3566843748661,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.61435909512802,1.61435910326264,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-1.91667278154631,1.91667278968093,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.17740988685102,2.17740989498564,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.41010229646395,2.41010230459857,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.6222266003632,2.62222660849782,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-2.81843069952294,2.81843070765756,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.00183791575737,3.00183792389199,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.17466693324351,3.17466694137813,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.33856097767491,3.33856098580953,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.49477734145395,3.49477734958857,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.64430349052885,3.64430349866347,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.78793178342344,3.78793179155806,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-3.9263095217648,3.92630952989942,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.05997361143773,4.05997361957235,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RM",4.06730997690952e-09,-4.18937525061615,4.18937525875077,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.300511600029798,0.300511600030148,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.385318547168377,0.385318547168727,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.45456962484468,0.454569624845031,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.514584011480071,0.514584011480421,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.56829557970339,0.56829557970374,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.61735162342858,0.617351623428931,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.662786683624073,0.662786683624423,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.705300892547919,0.705300892548269,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.745394197769466,0.745394197769816,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.78343836458772,0.78343836458807,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.819718751857842,0.819718751858192,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.854460059445072,0.854460059445422,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.887842978361812,0.887842978362162,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.920015388602751,0.920015388603101,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","RO",1.75062810731127e-13,-0.951100139998606,0.951100139998956,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-0.864801246314024,0.864801246314024,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.09023271147279,1.09023271147279,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.27645349884135,1.27645349884135,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.43877020550307,1.43877020550307,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.58454595193145,1.58454595193145,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.7179965201715,1.7179965201715,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.84180297883905,1.84180297883905,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-1.95779579691024,1.95779579691024,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.06729063073831,2.06729063073831,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.17127076189899,2.17127076189899,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.27049397511124,2.27049397511124,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.36555893195572,2.36555893195572,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.45694835722985,2.45694835722985,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.54505823108893,2.54505823108893,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SF",3.92272545704346e-19,-2.63021815999596,2.63021815999596,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.591352642430908,0.591352642430908,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-0.83625694459095,0.83625694459095,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.02418426420404,1.02418426420404,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.18261622545513,1.18261622545513,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.32219849734309,1.32219849734309,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.44839103699343,1.44839103699343,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.56443738312195,1.56443738312195,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.67245091269551,1.67245091269551,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.7738995983546,1.7738995983546,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.86985227082494,1.86985227082494,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-1.96111581615563,1.96111581615563,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.04831710778442,2.04831710778442,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.13195466736723,2.13195466736723,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.21243269578433,2.21243269578433,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SH",1.07933907409758e-76,-2.29008431352255,2.29008431352255,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","ESSS","Controls","total",13.8436521519753,7.74906003508323,19.9382442688673,217,512,512 -2019-02-26,1,2019,514,"abundance","ESSS","Controls","total",14.482412148386,6.3734102725197,22.5914140242524,217,512,512 -2019-02-26,2,2019,515,"abundance","ESSS","Controls","total",15.1211721447968,5.2060966740109,25.0362476155827,217,512,512 -2019-02-26,3,2019,516,"abundance","ESSS","Controls","total",15.7599321412076,4.13579011916394,27.3840741632512,217,512,512 -2019-02-26,4,2019,517,"abundance","ESSS","Controls","total",16.3986921376184,3.11232150756614,29.6850627676706,217,512,512 -2019-02-26,5,2019,518,"abundance","ESSS","Controls","total",17.0374521340291,2.10814767223944,31.9667565958188,217,512,512 -2019-02-26,6,2019,519,"abundance","ESSS","Controls","total",17.6762121304399,1.10622954665087,34.2461947142289,217,512,512 -2019-02-26,7,2019,520,"abundance","ESSS","Controls","total",18.3149721268507,0.0951159176478811,36.5348283360535,217,512,512 -2019-02-26,7,2019,521,"abundance","ESSS","Controls","total",18.9537321232614,-0.933386585434874,38.8408508319578,217,512,512 -2019-02-26,8,2019,522,"abundance","ESSS","Controls","total",19.5924921196722,-1.98544272882472,41.1704269681692,217,512,512 -2019-02-26,9,2019,523,"abundance","ESSS","Controls","total",20.231252116083,-3.06589044764588,43.5283946798119,217,512,512 -2019-02-26,10,2019,524,"abundance","ESSS","Controls","total",20.8700121124938,-4.17866663337796,45.9186908583655,217,512,512 -2019-02-26,11,2019,525,"abundance","ESSS","Controls","total",21.5087721089045,-5.32707832597489,48.344622543784,217,512,512 -2019-02-26,12,2019,526,"abundance","ESSS","Controls","total",22.1475321053153,-6.51398245164363,50.8090466622742,217,512,512 -2019-02-26,1,2020,527,"abundance","ESSS","Controls","total",22.7862921017261,-7.74190898428841,53.3144931877406,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PL",0.407297203983588,0,3.14254571551243,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PM",0.0433799463453546,0,12.7221948915215,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PP",-6.58970882116837,0,217.678173905658,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RF",0.0155071831228209,0,0.248585380482672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RM",4.58720144587866,0,20.7336327540136,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.55118738428632,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SF",0.978581389502981,0,6.7906938862133,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SH",1.33566114268779,0,9.40546297541017,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PB",0.180462309110917,0,8.66444081267227,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PE",0.465663745855773,0,1.78951645650119,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PF",5.57483446212533e-07,0,3.1502436375614,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.24612579929962,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","PP",0.537669536146721,0,51.0960557130672,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RM",0.389751163989338,0,2.34260802004736,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,4.45497095604391,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DM",28.7278140451875,17.237441244788,40.218186845587,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DO",1.69346442392955,0,9.25166885455452,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","DS",0.0451147124572832,0,0.688422464283984,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","NA",1.11851390918692,0,3.66283575583167,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OL",1.32840519972358,0,4.16819872153771,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","OT",1,0,9.52327018085766,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PB",3.9606841846905,0,23.9830614339735,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PE",4.18594036013085,0,9.64042206266159,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PF",-0.109729043250382,0,6.68417338374057,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PH",0.0208533635791943,0,0.404561494198187,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PL",-0.186691904736528,0,1.2868524626515,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PM",0.0284628162170393,0,3.88722506325417,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","PP",-4.51655060560769,0,41.9178541990564,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RF",0.0301289483171987,0,0.258547793489489,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RM",1.02354461114574,0,9.64705944639793,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,1.48361723441294,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SF",0.170536411026104,0,3.36594948698744,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SH",0.0620811017560645,0,3.23267525029817,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","All","total",46.5180348941478,0,108.221459796488,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.0129287388923,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DM",9.36876291002117,3.30281614607514,15.4347096739672,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DO",0.500759279214726,0,3.63790560799138,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","DS",0.0715473609567608,0,0.529755705040958,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","NA",0.0181911026517564,0,0.586984492613987,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OL",0.680335162456915,0,1.7779491225414,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","OT",1.33120234446719,0,4.00630264995042,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PB",0.0232999954192174,0,3.04526466568002,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PE",0.218763263675927,0,1.37425314091802,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PF",7.92487957346088e-07,0,1.93505196250885,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PM",0.00139434704214899,0,0.875103832383215,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","PP",0.537669536146721,0,12.6678374069657,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RM",0.133168031579753,0,1.65546314933915,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","RO",0.0403706829438491,0,0.309677774124191,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SF",0.0520823425748003,0,0.816766364254124,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SH",0.0305860715612021,0,0.584969303060071,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2018,513,"abundance","Ensemble","Controls","total",12,0,28.7110125927257,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,6.30028034601553,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DM",30.1721147590097,14.9178642861176,45.4263652319018,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DO",2.73668332060584,0,13.3188073509045,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","DS",0.0710365544084265,0,0.812973694870383,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","NA",1.1565571389109,0,4.03806883281164,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OL",1.57863265078571,0,5.18083038152943,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","OT",1,0,13.0537242855391,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PB",4.17340887294817,0,35.2855434628758,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PE",4.45400530140062,0,11.4507729770386,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PF",-0.250972441522284,0,8.48725331951494,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PH",0.029369083975625,0,0.44381791577382,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PL",-0.320413295679609,0,1.49491149723429,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PM",0.0587643462464019,0,5.53787218575304,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","PP",-6.0893443758094,0,67.9288894707222,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RF",0.00673923220607939,0,0.23515985463208,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RM",2.12661452308746,0,14.8047317779017,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.09815161427725,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SF",0.301396487891171,0,4.32815633373236,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SH",0.186677278275608,0,4.43418874778037,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","All","total",58.0189857756558,0,147.734708981809,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.13025115699266,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DM",9.59015445464901,2.01271397404772,17.1675949352503,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DO",0.737578642104022,0,4.63671285838728,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","DS",0.0889425251491635,0,0.562067383329456,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","NA",0.0263245166568041,0,0.65239719029822,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OL",0.528753739363502,0,1.81156640134789,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","OT",1.55720915539517,0,4.81704684569195,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PB",0.0499316099803146,0,4.70681754278218,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PE",0.297049423403818,0,1.53445099699743,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PF",8.29611212659572e-07,0,2.08891268958477,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.954508628084951,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","PP",0.537669536146721,0,18.7708642933548,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RM",0.208583804618713,0,1.9580438722402,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","RO",0.0654687788617033,0,0.38496369230048,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SF",0.0903306691333901,0,1.04244586176745,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SH",0.0578128478610199,0,0.800024351402339,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2019,514,"abundance","Ensemble","Controls","total",12,0,35.6329406496203,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,7.71623604211175,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DM",31.3794232409367,13.7613614174709,48.9974850644025,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DO",4.02743261017813,0,16.1290944941193,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","DS",0.0984635169099639,0,0.937166819688124,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","NA",1.1565571389109,0,4.16655162369919,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OL",1.76929277832862,0,5.77015568035251,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","OT",1,0,15.7627369998822,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PB",4.42716155628478,0,43.1141258456171,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PE",4.55052343819188,0,12.4896771178947,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PF",-0.403146040769282,0,9.40273491783893,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PH",0.03782586072645,0,0.480508913202487,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PL",-0.0298178795546137,0,2.05329741453142,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PM",0.0614101583022439,0,6.49139301249098,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","PP",-6.46894401268732,0,89.0317734135939,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RF",0.028776120224726,0,0.258922471681586,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RM",3.00749341065728,0,17.6980971720233,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.56970042898804,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SF",0.425483754615578,0,5.07533452334583,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SH",0.379904490470622,0,5.61647690973015,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","All","total",73.204539184402,0,183.741782240658,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.361853290451,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DM",9.7230697091411,1.3228762805287,18.1232631377535,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DO",0.955185988355904,0,5.39705259302148,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","DS",0.128256902451595,0,0.668025315875413,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","NA",0.0321594321690519,0,0.687307335306374,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OL",0.501607505458185,0,1.86234687494554,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","OT",1.71143233478724,0,5.22414262916113,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PB",0.07425651894239,0,5.80851625616526,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PE",0.350695292845508,0,1.62732720919607,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PF",8.63788489073014e-07,0,2.26037218634082,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,0.98212858495755,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","PP",0.537669536146721,0,23.2919616485001,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RM",0.262088875013303,0,2.11538606088867,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399368445537786,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SF",0.11993367589809,0,1.16567960667455,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SH",0.0823303635251681,0,0.947407866927217,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,2,2019,515,"abundance","Ensemble","Controls","total",12,0,40.9443228565242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,8.90994191208782,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DM",32.3886270421833,13.1224624420672,51.6547916422994,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DO",4.84853551687702,0,18.2243459062564,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","DS",0.121423497628101,0,1.0217627389109,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","NA",1.1565571389109,0,4.28977017903842,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OL",1.91456574530479,0,6.14639639278028,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","OT",1,0,18.0465403617153,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PB",4.66293725211751,0,48.7194716539944,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PE",4.61632008675346,0,13.1354329318694,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PF",-0.549900102563764,0,9.92580950933724,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PH",0.0433143100772361,0,0.497364465477039,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PL",0.289178697308579,0,2.62492124134318,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PM",0.0399056209482945,0,7.09770126305092,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","PP",-6.56056179948677,0,106.7588695242,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RF",0.00895724861086686,0,0.239113123380927,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RM",3.62499571171952,0,19.2096146501716,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,2.96723446882589,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SF",0.519651036243531,0,5.49257415028176,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SH",0.610338324798755,0,6.79039057740115,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","All","total",86.1879192478299,0,209.745261993505,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.5002210818647,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DM",9.80286708761096,0.857163454699318,18.7485707205226,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DO",1.15513989653748,0,6.0082221084248,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","DS",0.146345502314802,0,0.700951551851829,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","NA",0.0363454036459667,0,0.707086932090336,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.73005335203634,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","OT",1.81667159268455,0,5.45052449613658,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PB",0.0950705616913239,0,6.55910417747347,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PE",0.387456315715424,0,1.68391573031976,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PF",7.71968096167999e-07,0,2.34657073489256,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.00899148782359,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","PP",0.537669536146721,0,27.0530655922937,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RM",0.300049005136892,0,2.20347005131138,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399471380397504,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SF",0.125311347594053,0,1.17409846847503,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SH",0.105419207752149,0,1.06640608862111,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,3,2019,516,"abundance","Ensemble","Controls","total",12,0,45.4220251854514,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,9.96161789550141,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DM",33.2322327384054,12.7523429849247,53.7121224918861,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DO",5.83337796115984,0,19.9645413671155,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","DS",0.142234979923437,0,1.0902204936302,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","NA",1.1565571389109,0,4.40832298398559,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OL",2.02525608840922,0,6.39848953982739,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","OT",1,0,20.0586115149947,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PB",4.86755015328398,0,52.8845377793508,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PE",4.66117382208093,0,13.5794035354161,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PF",-0.679506927358888,0,10.2743141173458,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PH",0.0468763145103324,0,0.505630013462716,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PL",0.230603481840757,0,2.71099283607434,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PM",0.0201765588034193,0,7.66818108179018,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","PP",-6.58267409371094,0,122.186294788383,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RF",0.0275838255799981,0,0.258851160950268,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RM",4.02549598544378,0,19.9712187043882,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.31746898873758,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SF",0.609987152671434,0,5.86312531484213,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SH",0.837086404239401,0,7.80009043622412,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","All","total",97.2884799803963,0,229.555034706975,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.65345320934772,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DM",9.85077446765544,0.493056392292178,19.2084925430187,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DO",1.33887250522804,0,6.51377658349313,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","DS",0.170022183620112,0,0.748609445518833,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","NA",0.0393484217991456,0,0.718805698253749,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.74053895541376,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","OT",1.88848506097403,0,5.58402027286732,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PB",0.112477084083336,0,7.087786620099,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PE",0.412646937407394,0,1.71962050087087,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PF",6.90016177694514e-07,0,2.42504090063902,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.03515637317471,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","PP",0.537669536146721,0,30.3432838813395,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RM",0.326980499075184,0,2.25513819521983,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.39957428273501,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SF",0.137575383794971,0,1.201776480015,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SH",0.124935316164183,0,1.14895931134164,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,4,2019,517,"abundance","Ensemble","Controls","total",12,0,49.3669601301897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,10.9124056612265,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DM",33.9374129704053,12.5297199741517,55.3451059666589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DO",6.47841089926915,0,21.274184335653,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","DS",0.160571056465576,0,1.14395217072715,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","NA",1.1565571389109,0,4.52270304596299,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OL",2.10959629506711,0,6.57304885331211,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","OT",1,0,21.8776628829806,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PB",5.04110801571253,0,56.0860526258751,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PE",4.69175072252813,0,13.9094175431249,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PF",-0.784737797767439,0,10.563936127689,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PH",0.0491880559094911,0,0.509908520871897,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PL",0.0424794094330433,0,2.57896221928841,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PM",0.0207767113356524,0,8.36287486630541,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","PP",-6.5880109783153,0,135.982161340011,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RF",0.0107928901095216,0,0.24207695837515,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RM",4.27136104403663,0,20.351068009336,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.63410519791085,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SF",0.677703937381728,0,6.08168084521589,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SH",1.02799081802107,0,8.53777736671843,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","All","total",106.779263426264,0,245.065618083888,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.78101721348771,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DM",9.87953627796471,0.181112963460421,19.577959592469,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DO",1.5076997704875,0,6.93950225798636,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","DS",0.1846488666781,0,0.77341923213836,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","NA",0.0415027886117375,0,0.726028887215387,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.7509481596699,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","OT",1.93748934255874,0,5.66619726936136,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PB",0.126910221628557,0,7.47233688263379,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PE",0.429908900532672,0,1.74275545727732,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PF",6.35440884136641e-07,0,2.5060590064933,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.0606749815042,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","PP",0.537669536146721,0,33.3047729323029,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RM",0.346087529619781,0,2.28657698461793,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399677152581111,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SF",0.14775874239901,0,1.22245855726334,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SH",0.138301573992815,0,1.19059382011358,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,5,2019,518,"abundance","Ensemble","Controls","total",12,0,52.9334539374021,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,11.7867452477079,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DM",34.5268816781563,12.3888822755715,56.6648810807411,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DO",7.23058872038135,0,22.4433572562529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","DS",0.176887969817737,0,1.18741916584463,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","NA",1.1565571389109,0,4.63332221925969,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OL",2.17385908673978,0,6.69705403871962,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","OT",1,0,23.5504532555619,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PB",5.1871328919431,0,58.6201209223183,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PE",4.71259506991932,0,14.1710411975529,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PF",-0.862369484327855,0,10.8616609868182,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PH",0.0506883764163745,0,0.512234737121311,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PL",0.132579080144318,0,2.71061115570493,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PM",0.0366858535207929,0,9.13024980254772,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","PP",-6.58929905530051,0,148.562833190207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RF",0.0265388252445685,0,0.258544503504115,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RM",4.41585329827645,0,20.5415769243366,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,3.92528224306607,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SF",0.743506213303502,0,6.28638312326195,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SH",1.16717750998178,0,8.99578295687298,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","All","total",114.893715712634,0,257.419742836464,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,1.90595099177207,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DM",9.89680379982665,0,19.8948044174773,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DO",1.6628308911858,0,7.30243637412416,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","DS",0.199815504502301,0,0.799484420029438,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","NA",0.0430483325034,0,0.730651328223866,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.76128261081601,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","OT",1.97092902554345,0,5.71855597507352,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PB",0.138839064548997,0,7.76032258733012,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PE",0.441737722170426,0,1.75806524362022,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PF",6.02255011351261e-07,0,2.58940847565213,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.08559296051904,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","PP",0.537669536146721,0,36.0199395234858,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RM",0.359643354523838,0,2.30631037882075,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399779989966564,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SF",0.156214424587122,0,1.23809345263984,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SH",0.146645930963192,0,1.20975168075095,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,6,2019,519,"abundance","Ensemble","Controls","total",12,0,56.2131834764209,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,12.6005606920311,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DM",35.0196257195374,12.2922724805277,57.7469789585471,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DO",7.73644577464098,0,23.319195506808,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","DS",0.191357051110013,0,1.22273539263941,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","NA",1.1565571389109,0,4.74052875993442,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OL",2.22282394652862,0,6.78705843427743,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","OT",1,0,25.1074485710782,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PB",5.30963057339595,0,60.6772994377097,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PE",4.72680471222478,0,14.3897724979381,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PF",-0.91245812512233,0,11.2084548387704,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PH",0.0516620846452422,0,0.51355587161892,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PL",0.385377228898888,0,3.02040047182613,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PM",0.0492830410050657,0,9.81315858937278,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","PP",-6.58960993748044,0,160.19883514198,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RF",0.0123149163859517,0,0.244341586139352,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RM",4.49761271082642,0,20.6380419594459,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.1963032285545,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SF",0.792164845551006,0,6.4094062947873,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SH",1.25441650467833,0,9.23650912986864,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","All","total",121.83142915677,0,267.378521616557,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.0203558801622,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DM",9.90717057813602,0,20.1794068126638,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DO",1.80537696970058,0,7.61465216262262,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","DS",0.210675516240666,0,0.816708506306947,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","NA",0.0441571065093371,0,0.733718900994747,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.77154389659358,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","OT",1.99374769285082,0,5.75289556272735,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PB",0.148685845497883,0,7.98174475612095,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PE",0.449843464276485,0,1.76837594811768,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PF",5.82795401220672e-07,0,2.67344658685144,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.10995082465062,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","PP",0.537669536146721,0,38.5416154093643,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RM",0.369260777199775,0,2.3190298429548,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399882794922078,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SF",0.163235542476264,0,1.25003680033887,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SH",0.150721087644845,0,1.21638973798147,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,520,"abundance","Ensemble","Controls","total",12,0,59.2658812992406,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,13.3649128681317,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DM",35.4315164393058,12.2178808200769,58.6451520585347,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DO",8.31145424111068,0,24.133982717933,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","DS",0.204203487534139,0,1.25172293871049,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","NA",1.1565571389109,0,4.84462028054381,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OL",2.26013258861738,0,6.85363442467428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","OT",1,0,26.569810542573,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PB",5.41228080818698,0,62.384798594428,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PE",4.73649145993915,0,14.5806575258057,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PF",-0.937504173640174,0,11.6287882851972,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PH",0.0522940214284927,0,0.514334066568361,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PL",0.426908390037305,0,3.10678234758287,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PM",0.0471977220898142,0,10.3463916835746,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","PP",-6.58968497005295,0,171.074751910756,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RF",0.0256271569051257,0,0.258125687254522,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RM",4.54225940952494,0,20.6870712370769,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.45085170323883,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SF",0.840125888634041,0,6.52881964408741,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SH",1.29998426523399,0,9.34214970043661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","All","total",127.763051666127,0,275.479441843955,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.12997286778657,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DM",9.91339440651018,0,20.4432264992908,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DO",1.9363589700141,0,7.88512480201075,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","DS",0.220753247740041,0,0.832520767690661,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","NA",0.0449525415680719,0,0.735828005630079,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.78173354932193,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","OT",2.00931876085175,0,5.77600084945688,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PB",0.156810066193152,0,8.1561458079996,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PE",0.4553979528893,0,1.77542973342744,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PF",5.71564342087268e-07,0,2.75690840811966,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.13378472860765,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","PP",0.537669536146721,0,40.9060769906708,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RM",0.376084029903487,0,2.32741262603249,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.399985567478316,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SF",0.169065479708593,0,1.25924752253207,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SH",0.151143784031203,0,1.21683997488195,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,7,2019,521,"abundance","Ensemble","Controls","total",12,0,62.1330377781771,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,14.0878551309966,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DM",35.7758208870184,12.1527406629972,59.3989011110396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DO",8.70756876782517,0,24.742195854173,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","DS",0.215604262167623,0,1.27566338396,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","NA",1.1565571389109,0,4.94585349747675,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OL",2.28855980724948,0,6.90374606321851,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","OT",1,0,27.9529468845055,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PB",5.4982652654765,0,63.8303659268922,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PE",4.74309493941208,0,14.7529292684682,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PF",-0.941610524350142,0,12.1338757687867,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PH",0.0527041484934446,0,0.514805783891632,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PL",0.271021590991032,0,2.96631790895185,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PM",0.0356416442949771,0,10.7910058505349,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","PP",-6.58970307944391,0,181.322336579115,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RF",0.0135791119117218,0,0.246099980837188,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RM",4.56578071528594,0,20.7118087248953,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.69160963662485,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SF",0.875059991467323,0,6.60122454475874,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SH",1.31841778390317,0,9.37958851533251,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","All","total",132.834484188791,0,282.116677159213,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.23356640755217,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DM",9.91713096173255,0,20.6929096704276,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DO",2.05671503020801,0,8.12075930774841,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","DS",0.228528917894376,0,0.844258041008697,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","NA",0.045523187100233,0,0.737329389430152,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.79185304856946,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","OT",2.01994419113756,0,5.79192856676238,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PB",0.16351182465768,0,8.29663215710454,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PE",0.459204185970271,0,1.7803304380378,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PF",5.65128891013935e-07,0,2.83906217668364,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.15712709720987,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","PP",0.537669536146721,0,43.1395091548123,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RM",0.380924908694765,0,2.33303801479563,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.40008830766589,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SF",0.17390632822724,0,1.2664132268728,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SH",0.148907336636964,0,1.21537419975534,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,8,2019,522,"abundance","Ensemble","Controls","total",12,0,64.844861800769,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,14.7754671131285,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DM",36.063629150291,12.0893103190887,60.0379479814933,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DO",9.14751562375106,0,25.3227312277266,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","DS",0.225723622387966,0,1.29555847666166,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","NA",1.1565571389109,0,5.04445169116017,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OL",2.31021984937148,0,6.94209831288678,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","OT",1,0,29.2684891767295,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PB",5.57027923650145,0,65.0762279467747,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PE",4.747596547427,0,14.9124221470809,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PF",-0.92971068947026,0,12.7229191766172,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PH",0.0529703210187102,0,0.515097895850167,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PL",0.242492899596928,0,2.94465512875892,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PM",0.0277801246410602,0,11.2406158177541,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","PP",-6.5897074502129,0,191.039290871412,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RF",0.0248349113334961,0,0.257666353292498,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RM",4.57769924216894,0,20.7240395002645,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,4.92060169905249,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SF",0.910040749156541,0,6.67361058715215,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SH",1.3234340998435,0,9.38975656479624,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","All","total",137.170469459493,0,287.586944121582,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.33287862463024,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DM",9.91937425060403,0,20.9324098330823,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DO",2.16730718173058,0,8.32700504009523,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","DS",0.235361280912289,0,0.854448565562603,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","NA",0.0459325685070488,0,0.738435616346526,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.80190382366151,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","OT",2.02719480289725,0,5.80318428662258,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PB",0.169039783922658,0,8.41221682852858,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PE",0.461812420728958,0,1.783792560486,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PF",5.61453582838361e-07,0,2.91955198830595,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.1800071428501,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","PP",0.537669536146721,0,45.2615463512724,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RM",0.384359356822284,0,2.33686722260351,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400191015515364,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SF",0.177925893695379,0,1.27203283296188,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SH",0.145108317493435,0,1.21379586299443,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,9,2019,523,"abundance","Ensemble","Controls","total",12,0,67.4241586369754,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,15.4324720842235,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DM",36.3042115678528,12.0233566739592,60.5850664617464,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DO",9.45728220573429,0,25.7559630522566,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","DS",0.234705106816815,0,1.31217837271231,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","NA",1.1565571389109,0,5.14061050273257,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OL",2.32672365970898,0,6.97193885641647,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","OT",1,0,30.5254739997645,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PB",5.63058937722384,0,66.1675439201555,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PE",4.75066530455769,0,15.0629056557922,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PF",-0.906918190112111,0,13.3848667406311,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PH",0.0531430670266202,0,0.515281567142468,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PL",0.405941244504846,0,3.12049935406268,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PM",0.0303533643529177,0,11.7379934072405,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","PP",-6.58970850511428,0,200.300378803921,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RF",0.0146308602918666,0,0.247483868350786,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RM",4.58346828539871,0,20.7298817007801,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.13940085797609,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SF",0.935097136986166,0,6.71772181457523,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SH",1.32500559780226,0,9.39290342015988,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","All","total",140.877660314093,0,292.117906967605,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.42797945264768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DM",9.92072103786166,0,21.1641370816608,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DO",2.268927523562,0,8.50824696988973,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","DS",0.240835423380766,0,0.86247860259908,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","NA",0.0462262589449846,0,0.739279267580144,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.811887256037,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","OT",2.03214249625891,0,5.81135655469917,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PB",0.173599406979445,0,8.50923173145473,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PE",0.463599722875648,0,1.78628612630269,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PF",5.59357843365027e-07,0,2.99824412082089,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.20245129415856,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","PP",0.537669536146721,0,47.2873601859742,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RM",0.386795987535258,0,2.33950252331768,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400293691057256,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SF",0.181263512398055,0,1.27647226985324,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SH",0.140584680727971,0,1.21241295027767,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,10,2019,524,"abundance","Ensemble","Controls","total",12,0,69.8886457130485,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,16.0626262127192,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DM",36.5053173282705,11.9526749646712,61.0579596918698,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DO",9.79415977672104,0,26.1761110162927,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","DS",0.242676817333354,0,1.3261295756666,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","NA",1.1565571389109,0,5.23450249927904,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OL",2.33929869322563,0,6.99555092231176,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","OT",1,0,31.7310876717155,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PB",5.68109682108569,0,67.1377269474002,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PE",4.75275728375623,0,15.2068572049593,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PF",-0.878024555320492,0,14.1014310785287,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PH",0.053255179211073,0,0.515398280992406,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PL",0.499288178685429,0,3.22888020872845,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PM",0.038609731872108,0,12.2509027869955,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","PP",-6.58970875971865,0,209.164307884135,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RF",0.0241487289602547,0,0.257207399866397,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RM",4.58610031696623,0,20.7325289599313,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.34925801183795,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SF",0.960629394310239,0,6.76301962111321,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SH",1.32855688318383,0,9.39736162805376,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","All","total",144.047243044296,0,295.886835232604,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.51956752047235,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DM",9.92152959887241,0,21.3896012197304,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DO",2.36230389549947,0,8.66806756778403,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","DS",0.245516769037852,0,0.8693085865182,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","NA",0.0464369526206105,0,0.739945269387971,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.82180468146488,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","OT",2.03551871752304,0,5.81747321924802,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PB",0.17736027797343,0,8.59220794921221,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PE",0.464824478029655,0,1.78812404990834,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PF",5.58163669436828e-07,0,3.0751253930553,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.22448355381236,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","PP",0.537669536146721,0,49.2289623340854,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RM",0.388524698818983,0,2.34133122644765,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400396334322034,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SF",0.184034881266842,0,1.28000266390699,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SH",0.136005307258628,0,1.21104265306905,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,11,2019,525,"abundance","Ensemble","Controls","total",12,0,72.252412767997,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,16.6689749855451,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DM",36.6734240722421,11.876297269786,61.4705508746982,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DO",10.0361140351631,0,26.4905577957793,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","DS",0.249752233329347,0,1.33789233466912,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","NA",1.1565571389109,0,5.32628081303095,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OL",2.34888020590125,0,7.01456485012874,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","OT",1,0,32.8911568316761,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PB",5.72339457453405,0,68.0119074306059,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PE",4.75418339106311,0,15.3459276180959,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PF",-0.847153124036604,0,14.8508514594485,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","All","PH",0.0533279400352151,0,0.515472980029813,217,512,512 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-2019-02-26,12,2019,526,"abundance","Ensemble","All","total",146.757180319614,0,299.033398531305,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.60790481401695,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DM",9.92201502884986,0,21.6097794083244,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DO",2.44810509119579,0,8.80942933359688,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","DS",0.249339324522829,0,0.874873238478718,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","NA",0.0465881043750249,0,0.740489324114824,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.83165739213032,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","OT",2.03782259312549,0,5.82220959864783,217,512,512 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-2019-02-26,12,2019,526,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400498945340118,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SF",0.186336068457794,0,1.28282687000057,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SH",0.131876767607161,0,1.20951539297276,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,12,2019,526,"abundance","Ensemble","Controls","total",12,0,74.5268837080445,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","BA",1.3528236988944e-214,0,17.2540283205958,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DM",36.8139465381827,11.7939968087783,61.8338962675871,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DO",10.2942597180645,0,26.7982942440917,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","DS",0.256032144128497,0,1.34785065334493,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","NA",1.1565571389109,0,5.41608207426301,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OL",2.3561808134926,0,7.03016005350288,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","OT",1,0,34.010483465688,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PB",5.75881698084711,0,68.8092536041534,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PE",4.75515557188219,0,15.4812301495393,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PF",-0.817560116726877,0,15.6114666776117,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PH",0.0533751618207477,0,0.515521018190647,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PL",0.328351454300056,0,3.06467602174851,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PM",0.0408462092508195,0,13.1344347485489,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","PP",-6.58970883599949,0,225.880441421033,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RF",0.0235560984177473,0,0.256771267345213,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RM",4.58759637980666,0,20.7340280307863,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","RO",1.85796701611797e-257,0,5.74602484102764,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SF",0.997232170874678,0,6.81984761425833,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SH",1.34544530390789,0,9.41650182866135,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","SO",6.87440446169867e-187,0,0.286815525318473,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","All","total",149.07412884605,0,301.668727992873,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","BA",9.06181176083767e-198,0,2.69336408618829,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DM",9.92230646296537,0,21.8253294074042,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DO",2.52694564828926,0,8.934806312887,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","DS",0.252564315375706,0,0.879586125605418,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","NA",0.0466965407236466,0,0.740948710229549,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OL",0.311861453669598,0,1.8414466386,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","OT",2.03939471840293,0,5.82601439791203,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PB",0.183020913750363,0,8.72836181444173,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PE",0.466238857119156,0,1.79060531696793,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PF",5.57096039778155e-07,0,3.2236747417951,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PH",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PL",0.0135135135134985,0,0.203749123221328,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PM",0.00169815650421135,0,1.26739803737512,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","PP",0.537669536146721,0,52.8966117647159,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RF",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RM",0.390621301662559,0,2.34350348977834,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","RO",0.0737789553356953,0,0.400601524141882,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SF",0.188246843507425,0,1.28509810551921,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SH",0.128505493470028,0,1.20787516676356,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","SO",0,0,0,217,512,512 -2019-02-26,1,2020,527,"abundance","Ensemble","Controls","total",12,0,76.7214734698891,217,512,512 diff --git a/tests/testthat/setup.R b/tests/testthat/setup.R deleted file mode 100644 index 349951c95..000000000 --- a/tests/testthat/setup.R +++ /dev/null @@ -1 +0,0 @@ -#setup_dir(all_options(main = "testing_casting")) \ No newline at end of file diff --git a/tests/testthat/teardown.R b/tests/testthat/teardown.R deleted file mode 100644 index a9aacd4df..000000000 --- a/tests/testthat/teardown.R +++ /dev/null @@ -1 +0,0 @@ -unlink(dirtree(main = "testing_casting"), recursive = TRUE, force = TRUE) \ No newline at end of file diff --git a/tests/testthat/test-01-args.R b/tests/testthat/test-01-args.R new file mode 100644 index 000000000..186a3247b --- /dev/null +++ b/tests/testthat/test-01-args.R @@ -0,0 +1,27 @@ +context("Test arg functions") + +test_that("check_args", { + expect_error(check_args("a")) + expect_error(check_args(c(TRUE, TRUE))) +}) + +test_that("check_arg", { + + expect_message(check_arg("x", 12)) + + expect_is(check_arg("cast_date", 1), "character") + expect_is(check_arg("cast_date", NA), "character") + expect_is(check_arg("moons", 1), "character") + expect_is(check_arg("cast", 1), "character") + expect_is(check_arg("dfl", 1), "character") + expect_is(check_arg("dfv", matrix(123)), "character") + expect_is(check_arg("end_moon", -1), "character") + expect_is(check_arg("lead_time", -1), "character") + expect_is(check_arg("lev", 0.2), "character") + expect_is(check_arg("confidence_level", 1.1), "character") + expect_is(check_arg("extension", 1), "character") + expect_is(check_arg("extension", "ab"), "character") + + expect_is(check_arg("cleanup", "ok"), "character") +}) + diff --git a/tests/testthat/test-01-covariate_models.R b/tests/testthat/test-01-covariate_models.R deleted file mode 100644 index f2d7cf4c0..000000000 --- a/tests/testthat/test-01-covariate_models.R +++ /dev/null @@ -1,19 +0,0 @@ -context("Test covariate_models functions") - -test_that("covariate_models", { - ref <- list(c("maxtemp", "meantemp", "precipitation", "ndvi"), - c("maxtemp", "mintemp", "precipitation", "ndvi"), - c("mintemp", "maxtemp", "meantemp", "precipitation"), - c("precipitation", "ndvi"), - c("mintemp", "ndvi"), - c("mintemp"), - c("maxtemp"), - c("meantemp"), - c("precipitation"), - c("ndvi"), - c(NULL)) - mods1 <- covariate_models() - expect_error(covariate_models("ok")) - expect_equal(length(mods1), 11) - expect_equal(mods1, ref) -}) \ No newline at end of file diff --git a/tests/testthat/test-02-create_dir.R b/tests/testthat/test-02-create_dir.R new file mode 100644 index 000000000..3438c5f48 --- /dev/null +++ b/tests/testthat/test-02-create_dir.R @@ -0,0 +1,12 @@ +context("Test directory creating functions") + +unlink(main_path(main = "./testing"), recursive = TRUE, force = TRUE) +test_that("create_dir", { + expect_message(create_dir(main = "./testing")) +}) + +test_that("verify", { + expect_error(verify(main_path("abcdefghijklmop"))) +}) + + diff --git a/tests/testthat/test-02-directory.R b/tests/testthat/test-02-directory.R deleted file mode 100644 index 9ea800b59..000000000 --- a/tests/testthat/test-02-directory.R +++ /dev/null @@ -1,73 +0,0 @@ -context("Test directory functions") - -test_location <- "travis" - -test_that("setup_dir", { - expect_error(setup_dir(1)) - expect_message(setup_dir(all_options(main = "testing_casting"))) -}) - -test_that("create_dir", { - expect_error(create_dir(1)) -}) - -test_that("create_main_dir", { - expect_error(create_main_dir(1)) - expect_message(create_main_dir(dir_options(main = "ok"))) -}) - -test_that("create_sub_dirs", { - expect_error(create_sub_dirs(1)) -}) - -test_that("create_sub_dir", { - expect_error(create_sub_dir(1)) - expect_equal(create_sub_dir(), NULL) - expect_message(create_sub_dir(sub_paths(tree = dirtree(main = "ok"))[1])) - expect_silent(create_sub_dir(sub_paths(tree = dirtree(main = "ok"))[1])) -}) - -test_that("fill_dir", { - expect_error(fill_dir(1)) -}) - -test_that("cleanup_dir", { - expect_error(cleanup_dir(1)) - opts1 <- all_options(main = "testing_casting", to_cleanup = NULL) - opts3 <- all_options(main = "testing_casting") - expect_message(cleanup_dir(opts1)) - expect_message(cleanup_dir(opts3)) -}) - -test_that("fill_PortalData", { - expect_error(fill_PortalData(1)) - pd_opts <- PortalData_options(main = "testing_casting", quiet = TRUE) - expect_silent(fill_PortalData(pd_opts)) -}) - -test_that("fill_data", { - expect_error(fill_data(1)) -}) - -test_that("fill_predictions", { - expect_error(fill_predictions(1)) - if(test_location == "local"){ - opts <- all_options(main = "testing_casting", - download_existing_predictions = TRUE) - fill_predictions(opts$options_predictions) - } -}) - -test_that("fill_models", { - expect_error(fill_models(1)) -}) - -test_that("verify_PortalData", { - expect_error(verify_PortalData(1)) - expect_error(verify_PortalData(dirtree(main = "testing_casting"), 1)) - cleanup_dir(all_options(main = "testing_casting")) - expect_message(verify_PortalData(dirtree(main = "testing_casting"))) -}) - - -unlink(dirtree(main = "ok"), recursive = TRUE, force = TRUE) \ No newline at end of file diff --git a/tests/testthat/test-03-download.R b/tests/testthat/test-03-download.R new file mode 100644 index 000000000..933361fde --- /dev/null +++ b/tests/testthat/test-03-download.R @@ -0,0 +1,60 @@ +context("Test downloading functions") + + + +test_that("download", { + skip_on_cran() # downloads take too long for cran checks + expect_message(download("PortalData", "zenodo", main = "./testing", + concept_rec_id = "1215988")) +}) + +test_that("download_message", { + expect_message(download_message("ok")) + expect_message(download_message("ok", verbose = TRUE)) +}) + +test_that("download_url", { + expect_equal(download_url(url="ok"), "ok") + expect_error(download_url(type="ok")) +}) + +test_that("download_destin", { + expect_is(download_destin("ok", "http://test.com/123.csv"), "character") +}) + +test_that("zenodo_url", { + skip_on_cran() # could hang? + expect_warning(zenodo_url("1215988", rec_id = "1217163")) + expect_is(zenodo_url(concept_rec_id = NULL, rec_id = "1217163", + rec_version = NULL), "character") + expect_error(zenodo_url("1215988", "12345")) +}) + +test_that("name_from_url", { + skip_on_cran() # downloads take too long for cran checks + source_url <- zenodo_url(concept_rec_id = "1215988") + expect_null(name_from_url(source_url, TRUE)) + expect_equal(name_from_url(source_url), "PortalData") +}) + +test_that("zenodo_downloads", { + expect_is(zenodo_downloads(c("1215988", "833438")), "list") + expect_is(zenodo_downloads(rec_id = "12345"), "list") +}) + +test_that("verify_raw_data", { + skip_on_cran() # downloads take too long for cran checks + expect_equal(verify_raw_data(main = "./testing"), TRUE) +}) + +test_that("NMME_urls", { + expect_is(NMME_urls(), "character") + expect_error(NMME_urls(start = rep(Sys.Date(), 2))) + expect_error(NMME_urls(lat = rep(32, 2))) + expect_error(NMME_urls(model = rep("ENSMEAN", 2))) + expect_error(NMME_urls(freq = rep("daily", 2))) + expect_error(NMME_urls(model = "ok")) + expect_error(NMME_urls(freq = "ok")) + expect_error(NMME_urls(data = "ok")) +}) + diff --git a/tests/testthat/test-03-forecast_covariates.R b/tests/testthat/test-03-forecast_covariates.R deleted file mode 100644 index 827a0e295..000000000 --- a/tests/testthat/test-03-forecast_covariates.R +++ /dev/null @@ -1,81 +0,0 @@ -context("Test forecast_covariates functions") - -options_all <- all_options(main = "testing_casting") -moons <- prep_moons(options_all$options_data$moons) -rodents <- prep_rodents(moons, options_all$options_data$rodents) -hist_cov <- prep_hist_covariates(options_all$options_data$covariates) -options_covariates <- options_all$options_data$covariates -up_cov_opts <- update_covfcast_options(options_covariates, hist_cov, moons) -fcast_covs <- forecast_covariates(hist_cov, moons, up_cov_opts) - -options_covariates2 <- options_covariates -options_covariates2$cast_type <- "hindcasts" -options_covariates2$end <- 499 -hist_cov2 <- hist_cov[hist_cov$newmoonnumber <= 499, ] -up_cov_opts2 <- update_covfcast_options(options_covariates2, hist_cov2, moons) -nsteps <- up_cov_opts$lead_time - up_cov_opts$min_lag - - -test_that("forecast_covariates", { - expect_error(forecast_covariates(1, moons, up_cov_opts)) - expect_error(forecast_covariates(hist_cov, 1, up_cov_opts)) - expect_error(forecast_covariates(hist_cov, moons, 1)) - expect_is(fcast_covs, c("covariates", "data.frame")) - expect_equal(nrow(fcast_covs), nsteps) - hcast_covs <- forecast_covariates(hist_cov2, moons, up_cov_opts2) - expect_is(hcast_covs, c("covariates", "data.frame")) - expect_equal(nrow(hcast_covs), nsteps) -}) - -test_that("forecast_ndvi", { - expect_error(forecast_ndvi(1, moons, up_cov_opts)) - expect_error(forecast_ndvi(hist_cov, moons, 1)) - expect_error(forecast_ndvi(hist_cov, 1, up_cov_opts)) -}) - -test_that("forecast_weather", { - expect_error(forecast_weather(moons, 1)) - expect_error(forecast_weather(1, up_cov_opts)) -}) - -test_that("trim_moons_fcast", { - moons_t <- trim_moons_fcast(moons, options_covariates = up_cov_opts) - expect_is(moons_t, "moons") - nfcnms <- length(up_cov_opts$fcast_nms) - expect_equal(nrow(moons) - nrow(moons_t), nfcnms) - expect_error(trim_moons_fcast(1, up_cov_opts)) - expect_error(trim_moons_fcast(moons, 1)) -}) - -test_that("get_climate_forecasts", { - moons_t <- trim_moons_fcast(moons, options_covariates = up_cov_opts) - expect_error(get_climate_forecasts(1, up_cov_opts)) - expect_error(get_climate_forecasts(moons_t, 1)) - climate_fcast <- get_climate_forecasts(moons_t, up_cov_opts) - expect_is(climate_fcast, "climate_forecast") - up_cov_optsX <- up_cov_opts - up_cov_optsX$lead_time <- 200 - expect_error(get_climate_forecasts(moons_t, up_cov_optsX)) -}) - -test_that("append_cov_fcast_csv",{ - expect_error(append_cov_fcast_csv(1, up_cov_opts)) - expect_error(append_cov_fcast_csv(fcast_covs, 1)) - expect_silent(fcast_covs2 <- append_cov_fcast_csv(fcast_covs, up_cov_opts)) - expect_equal(fcast_covs2, fcast_covs) - - fname <- paste0("data/", up_cov_opts$hist_fcast_file) - hist_file <- file_paths(up_cov_opts$tree, fname) - unlink(hist_file) - expect_silent(fcast_covs3 <- append_cov_fcast_csv(fcast_covs, up_cov_opts)) - expect_equal(fcast_covs3, fcast_covs) - - up_cov_opts5 <- up_cov_opts - up_cov_opts5$append_fcast_csv <- FALSE - expect_silent(fcast_covs5 <- append_cov_fcast_csv(fcast_covs, up_cov_opts5)) - expect_equal(fcast_covs5, fcast_covs) - up_cov_opts6 <- up_cov_opts - up_cov_opts6$cast_type <- "hindcast" - expect_silent(fcast_covs6 <- append_cov_fcast_csv(fcast_covs, up_cov_opts6)) - expect_equal(fcast_covs6, fcast_covs) -}) \ No newline at end of file diff --git a/tests/testthat/test-04-fill_dir.R b/tests/testthat/test-04-fill_dir.R new file mode 100644 index 000000000..e60eb4041 --- /dev/null +++ b/tests/testthat/test-04-fill_dir.R @@ -0,0 +1,35 @@ +context("Test filling functions") + + + +test_that("fill_raw", { + skip_on_cran() # downloads take too long for cran checks + PP <- list(type = "zenodo", concept_rec_id = "833438") + expect_equal(fill_raw(PP, main = "./testing"), NULL) +}) + +test_that("fill_data", { + skip_on_cran() # downloads take too long for cran checks + +# remove raw to ensure that it can do it itself + +unlink(list.files(sub_path(main = "./testing", "raw"), full.names = TRUE)) + expect_equal(fill_data(main = "./testing"), NULL) + +}) + +test_that("fill_casts", { + skip_on_cran() # downloads take too long for cran checks + expect_equal(fill_casts("./testing"), NULL) + expect_message(fill_casts("./testing", verbose = TRUE)) +}) + +test_that("fill_casts_message", { + expect_message(fill_casts_message("x", FALSE, verbose = TRUE)) +}) + + +test_that("fill_models", { + expect_message(fill_models(main = "./testing")) +}) + diff --git a/tests/testthat/test-04-model_options.R b/tests/testthat/test-04-model_options.R deleted file mode 100644 index ad701f402..000000000 --- a/tests/testthat/test-04-model_options.R +++ /dev/null @@ -1,50 +0,0 @@ -context("Test model_options functions") - -test_that("model_options", { - expect_error(model_options(tree = 1, model = "AutoArima", - mod_covariates = FALSE, lag = NULL, - quiet = FALSE)) - expect_error(model_options(tree = dirtree(), model = 1, - mod_covariates = FALSE, lag = NULL, - quiet = FALSE)) - expect_error(model_options(tree = dirtree(), model = c("AutoArima", "ESSS"), - mod_covariates = FALSE, lag = NULL, - quiet = FALSE)) - expect_error(model_options(tree = dirtree(), model = "AutoArima", - mod_covariates = 1, lag = NULL, - quiet = FALSE)) - expect_error(model_options(tree = dirtree(), model = "AutoArima", - mod_covariates = FALSE, lag = -1, - quiet = FALSE)) - expect_error(model_options(tree = dirtree(), model = "AutoArima", - mod_covariates = FALSE, lag = 2.2, - quiet = FALSE)) - expect_error(model_options(tree = dirtree(), model = "AutoArima", - mod_covariates = FALSE, lag = "a", - quiet = FALSE)) - expect_error(model_options(tree = dirtree(), model = "AutoArima", - mod_covariates = FALSE, lag = 1:2, - quiet = FALSE)) - expect_error(model_options(tree = dirtree(), model = "AutoArima", - mod_covariates = FALSE, lag = NULL, quiet = 1)) - - opts <- model_options(tree = dirtree(), model = "AutoArima", - mod_covariates = FALSE, lag = NULL, quiet = FALSE) - expect_is(opts, "model_options") -}) - -test_that("AutoArima_options", { - expect_is(AutoArima_options(), "model_options") -}) - -test_that("ESSS_options", { - expect_is(ESSS_options(), "model_options") -}) - -test_that("nbGARCH_options", { - expect_is(nbGARCH_options(), "model_options") -}) - -test_that("pevGARCH_options", { - expect_is(pevGARCH_options(), "model_options") -}) \ No newline at end of file diff --git a/tests/testthat/test-05-cast_covariates.R b/tests/testthat/test-05-cast_covariates.R new file mode 100644 index 000000000..1b22b9e44 --- /dev/null +++ b/tests/testthat/test-05-cast_covariates.R @@ -0,0 +1,32 @@ + +context("Test cast_covariates functions") + +main <- "./testing" + +test_that("cast_covariates", { + skip_on_cran() # downloads take too long for cran checks + moons <- prep_moons(main = main) + hist_cov <- prep_hist_covariates(main = main) + expect_is(prep_cast_covariates(main = main, moons = moons, + hist_cov = hist_cov), "data.frame") + expect_is(prep_cast_covariates("./testing", moons = moons, end_moon = 450, + hist_cov = hist_cov), "data.frame") + expect_is(prep_cast_covariates("./testing", moons = moons, end_moon = 450, + hist_cov = hist_cov), "data.frame") + expect_error(prep_cast_covariates(main = "./testing", moons = moons, + hist_cov = hist_cov, + end_moon = 400)) +}) + + + +test_that("download_climate_forecasts", { + skip_on_cran() # downloads take too long for cran checks + expect_is(download_climate_casts(main = "./testing"), "character") +}) + + +test_that("read_climate_forecasts", { + skip_on_cran() # downloads take too long for cran checks + expect_is(read_climate_casts(main = "./testing"), "data.frame") +}) diff --git a/tests/testthat/test-05-options.R b/tests/testthat/test-05-options.R deleted file mode 100644 index 05cb74197..000000000 --- a/tests/testthat/test-05-options.R +++ /dev/null @@ -1,430 +0,0 @@ -context("Test options functions") - -test_that("all_options", { - expect_is(all_options(), "all_options") - expect_is(all_options(cast_type = "hindcasts"), "all_options") - expect_error(all_options(base = c("ok", "ok"))) - expect_error(all_options(main = c("ok", "ok"))) - expect_error(all_options(base = 1)) - expect_error(all_options(main = 1)) - expect_error(all_options(subs = 1)) - expect_error(all_options(quiet = 1)) - expect_error(all_options(quiet = c(TRUE, FALSE))) - expect_error(all_options(cast_date = 1)) - expect_error(all_options(cast_date = c(today(), today()))) - expect_error(all_options(append_missing_to_raw = 1)) - expect_error(all_options(append_missing_to_raw = c(TRUE, FALSE))) - expect_error(all_options(m_save = 1)) - expect_error(all_options(m_save = c(TRUE, FALSE))) - expect_error(all_options(start = NULL)) - expect_error(all_options(start = "a")) - expect_error(all_options(start = c(1, 2))) - expect_error(all_options(start = 1.5)) - expect_error(all_options(end = "a")) - expect_error(all_options(end = 1.5)) - expect_error(all_options(hind_step = NULL)) - expect_error(all_options(hind_step = "a")) - expect_error(all_options(hind_step = c(1, 2))) - expect_error(all_options(hind_step = 1.5)) - expect_error(all_options(drop_spp = 1)) - expect_error(all_options(min_plots = NULL)) - expect_error(all_options(min_plots = "a")) - expect_error(all_options(min_plots = c(1, 2))) - expect_error(all_options(min_plots = 1.5)) - expect_error(all_options(min_traps = NULL)) - expect_error(all_options(min_traps = "a")) - expect_error(all_options(min_traps = c(1, 2))) - expect_error(all_options(min_traps = 1.5)) - expect_error(all_options(treatment = 1)) - expect_error(all_options(level = 1)) - expect_error(all_options(output = 1)) - expect_error(all_options(plots = "ok")) - expect_error(all_options(r_save = 1)) - expect_error(all_options(r_save = c(TRUE, TRUE))) - expect_error(all_options(r_filename = 1)) - expect_error(all_options(r_filename = c("ok.csv", "ok.csv"))) - expect_error(all_options(cov_fcast = 1)) - expect_error(all_options(cov_fcast = c(TRUE, FALSE))) - expect_error(all_options(cov_hist = 1)) - expect_error(all_options(cov_hist = c(TRUE, FALSE))) - expect_error(all_options(yr = NULL)) - expect_error(all_options(yr = "a")) - expect_error(all_options(yr = c(1, 2))) - expect_error(all_options(yr = 1.5)) - expect_error(all_options(min_lag = NULL)) - expect_error(all_options(min_lag = "a")) - expect_error(all_options(min_lag = c(1, 2))) - expect_error(all_options(min_lag = 1.5)) - expect_error(all_options(lead_time = NULL)) - expect_error(all_options(lead_time = "a")) - expect_error(all_options(lead_time = c(1, 2))) - expect_error(all_options(lead_time = 1.5)) - expect_error(all_options(fcast_nms = "a")) - expect_error(all_options(fcast_nms = c(1, 2.5))) - expect_error(all_options(fcast_nms = 1.5)) - expect_error(all_options(nfcnm = "a")) - expect_error(all_options(nfcnm = c(1, 2))) - expect_error(all_options(nfcnm = 1.5)) - expect_error(all_options(append_fcast_csv = 1)) - expect_error(all_options(append_fcast_csv = c(TRUE, TRUE))) - expect_error(all_options(c_save = 1)) - expect_error(all_options(c_save = c(TRUE, TRUE))) - expect_error(all_options(meta_save = 1)) - expect_error(all_options(meta_save = c(TRUE, TRUE))) - expect_error(all_options(download_existing_predictions = 1)) - expect_error(all_options(download_existing_predictions = c(TRUE, TRUE))) - expect_error(all_options(ensemble = 1)) - expect_error(all_options(ensemble = c(TRUE, TRUE))) - expect_error(all_options(from_zenodo = 1)) - expect_error(all_options(from_zenodo = c(TRUE, TRUE))) - expect_error(all_options(hist_fcast_file = 1)) - expect_error(all_options(hist_fcast_file = c("ok.csv", "ok.csv"))) - expect_error(all_options(c_filename = 1)) - expect_error(all_options(c_filename = c("ok.csv", "ok.csv"))) - expect_error(all_options(meta_filename = 1)) - expect_error(all_options(meta_filename = c("ok.csv", "ok.csv"))) - expect_error(all_options(m_filename = 1)) - expect_error(all_options(m_filename = c("ok.csv", "ok.csv"))) - expect_error(all_options(source_name = 1)) - expect_error(all_options(source_name = c("ok", "ok"))) - expect_error(all_options(cast_type = 1)) - expect_error(all_options(cast_type = c("forecasts", "forecasts"))) - expect_error(all_options(cast_type = "ok")) - expect_error(all_options(version = 1)) - expect_error(all_options(version = c("latest", "latest"))) - expect_error(all_options(confidence_level = "a")) - expect_error(all_options(confidence_level = c(0.1, 0.2))) - expect_error(all_options(confidence_level = 1.5)) - expect_error(all_options(confidence_level = -0.5)) - expect_silent(all_options(model = "AutoArima")) - expect_error(all_options(tmnt_type = "ok")) - expect_error(all_options(to_cleanup = 1)) - expect_error(all_options(covariate_source = 1)) - expect_error(all_options(covariate_source = "ok")) - expect_error(all_options(covariate_source = rep("retroactive", 2))) - expect_error(all_options(covariate_date_made = 1)) - expect_error(all_options(covariate_date_made = rep("ok", 2))) - expect_is(all_options(model = "AutoArima"), "all_options") -}) - -test_that("dir_options", { - expect_is(dir_options(), "dir_options") - expect_error(dir_options(base = c("ok", "ok"))) - expect_error(dir_options(main = c("ok", "ok"))) - expect_error(dir_options(base = 1)) - expect_error(dir_options(main = 1)) - expect_error(dir_options(subs = 1)) - expect_error(dir_options(quiet = 1)) - expect_error(dir_options(quiet = c(TRUE, FALSE))) - expect_error(dir_options(to_cleanup = 1)) -}) - -test_that("PortalData_options", { - expect_is(PortalData_options(), "PortalData_options") - expect_error(PortalData_options(base = c("ok", "ok"))) - expect_error(PortalData_options(main = c("ok", "ok"))) - expect_error(PortalData_options(base = 1)) - expect_error(PortalData_options(main = 1)) - expect_error(PortalData_options(subs = 1)) - expect_error(PortalData_options(quiet = 1)) - expect_error(PortalData_options(quiet = c(TRUE, FALSE))) - expect_error(PortalData_options(version = 1)) - expect_error(PortalData_options(version = c("latest", "latest"))) - expect_error(PortalData_options(from_zenodo = 1)) - expect_error(PortalData_options(from_zenodo = c(TRUE, TRUE))) -}) - -test_that("data_options", { - expect_is(data_options(), "data_options") - expect_is(data_options(cast_type = "hindcasts"), "data_options") - expect_error(data_options(base = c("ok", "ok"))) - expect_error(data_options(main = c("ok", "ok"))) - expect_error(data_options(base = 1)) - expect_error(data_options(main = 1)) - expect_error(data_options(subs = 1)) - expect_error(data_options(quiet = 1)) - expect_error(data_options(quiet = c(TRUE, FALSE))) - expect_error(data_options(cast_date = 1)) - expect_error(data_options(cast_date = c(today(), today()))) - expect_error(data_options(append_missing_to_raw = 1)) - expect_error(data_options(append_missing_to_raw = c(TRUE, FALSE))) - expect_error(data_options(m_save = 1)) - expect_error(data_options(m_save = c(TRUE, FALSE))) - expect_error(data_options(m_filename = 1)) - expect_error(data_options(m_filename = c("ok.csv", "ok.csv"))) - expect_error(data_options(start = NULL)) - expect_error(data_options(start = "a")) - expect_error(data_options(start = c(1, 2))) - expect_error(data_options(start = 1.5)) - expect_error(data_options(end = "a")) - expect_error(data_options(end = 1.5)) - expect_error(data_options(hind_step = NULL)) - expect_error(data_options(hind_step = "a")) - expect_error(data_options(hind_step = c(1, 2))) - expect_error(data_options(hind_step = 1.5)) - expect_error(data_options(drop_spp = 1)) - expect_error(data_options(min_plots = NULL)) - expect_error(data_options(min_plots = "a")) - expect_error(data_options(min_plots = c(1, 2))) - expect_error(data_options(min_plots = 1.5)) - expect_error(data_options(treatment = 1)) - expect_error(data_options(level = 1)) - expect_error(data_options(output = 1)) - expect_error(data_options(plots = "ok")) - expect_error(data_options(r_save = 1)) - expect_error(data_options(r_save = c(TRUE, TRUE))) - expect_error(data_options(r_filename = 1)) - expect_error(data_options(r_filename = c("ok.csv", "ok.csv"))) - expect_error(data_options(cov_fcast = 1)) - expect_error(data_options(cov_fcast = c(TRUE, FALSE))) - expect_error(data_options(cov_hist = 1)) - expect_error(data_options(cov_hist = c(TRUE, FALSE))) - expect_error(data_options(yr = NULL)) - expect_error(data_options(yr = "a")) - expect_error(data_options(yr = c(1, 2))) - expect_error(data_options(yr = 1.5)) - expect_error(data_options(min_lag = NULL)) - expect_error(data_options(min_lag = "a")) - expect_error(data_options(min_lag = c(1, 2))) - expect_error(data_options(min_lag = 1.5)) - expect_error(data_options(lead_time = NULL)) - expect_error(data_options(lead_time = "a")) - expect_error(data_options(lead_time = c(1, 2))) - expect_error(data_options(lead_time = 1.5)) - expect_error(data_options(fcast_nms = "a")) - expect_error(data_options(fcast_nms = c(1, 2.5))) - expect_error(data_options(fcast_nms = 1.5)) - expect_error(data_options(nfcnm = "a")) - expect_error(data_options(nfcnm = c(1, 2))) - expect_error(data_options(nfcnm = 1.5)) - expect_error(data_options(append_fcast_csv = 1)) - expect_error(data_options(append_fcast_csv = c(TRUE, TRUE))) - expect_error(data_options(hist_fcast_file = 1)) - expect_error(data_options(hist_fcast_file = c("ok.csv", "ok.csv"))) - expect_error(data_options(source_name = 1)) - expect_error(data_options(source_name = c("ok", "ok"))) - expect_error(data_options(c_save = 1)) - expect_error(data_options(c_save = c(TRUE, TRUE))) - expect_error(data_options(meta_save = 1)) - expect_error(data_options(meta_save = c(TRUE, TRUE))) - expect_error(data_options(c_filename = 1)) - expect_error(data_options(c_filename = c("ok.csv", "ok.csv"))) - expect_error(data_options(meta_filename = 1)) - expect_error(data_options(meta_filename = c("ok.csv", "ok.csv"))) - expect_error(data_options(cast_type = 1)) - expect_error(data_options(cast_type = c("forecasts", "forecasts"))) - expect_error(data_options(cast_type = "ok")) - expect_error(data_options(confidence_level = "a")) - expect_error(data_options(confidence_level = c(0.1, 0.2))) - expect_error(data_options(confidence_level = 1.5)) - expect_error(data_options(confidence_level = -0.5)) - expect_error(data_options(tmnt_type = "ok")) - expect_error(data_options(covariate_source = 1)) - expect_error(data_options(covariate_source = "ok")) - expect_error(data_options(covariate_source = rep("retroactive", 2))) - expect_error(data_options(covariate_date_made = 1)) - expect_error(data_options(covariate_date_made = rep("ok", 2))) -}) - -test_that("moons_options", { - expect_is(moons_options(), "moons_options") - expect_error(moons_options(n_future_moons = "a")) - expect_error(moons_options(n_future_moons = c(1, 2))) - expect_error(moons_options(n_future_moons = 1.5)) - expect_error(moons_options(quiet = 1)) - expect_error(moons_options(quiet = c(TRUE, FALSE))) - expect_error(moons_options(append_missing_to_raw = 1)) - expect_error(moons_options(append_missing_to_raw = c(TRUE, FALSE))) - expect_error(moons_options(save = 1)) - expect_error(moons_options(save = c(TRUE, FALSE))) - expect_error(moons_options(filename = 1)) - expect_error(moons_options(filename = c("ok.csv", "ok.csv"))) - expect_error(moons_options(tree = 1)) - -}) - -test_that("rodents_options", { - expect_is(rodents_options(), "rodents_options") - expect_is(rodents_options(tmnt_type = "all"), "rodents_options") - expect_is(rodents_options(tmnt_type = "controls"), "rodents_options") - expect_error(rodents_options(quiet = 1)) - expect_error(rodents_options(quiet = c(TRUE, FALSE))) - expect_error(rodents_options(save = 1)) - expect_error(rodents_options(save = c(TRUE, FALSE))) - expect_error(rodents_options(filename = 1)) - expect_error(rodents_options(filename = c("ok.csv", "ok.csv"))) - expect_error(rodents_options(tree = 1)) - expect_error(rodents_options(start = NULL)) - expect_error(rodents_options(start = "a")) - expect_error(rodents_options(start = c(1, 2))) - expect_error(rodents_options(start = 1.5)) - expect_error(rodents_options(end = "a")) - expect_error(rodents_options(end = 1.5)) - expect_error(rodents_options(hind_step = NULL)) - expect_error(rodents_options(hind_step = "a")) - expect_error(rodents_options(hind_step = c(1, 2))) - expect_error(rodents_options(hind_step = 1.5)) - expect_error(rodents_options(drop_spp = 1)) - expect_error(rodents_options(min_plots = NULL)) - expect_error(rodents_options(min_plots = "a")) - expect_error(rodents_options(min_plots = c(1, 2))) - expect_error(rodents_options(min_plots = 1.5)) - expect_error(rodents_options(treatment = 1)) - expect_error(rodents_options(level = 1)) - expect_error(rodents_options(output = 1)) - expect_error(rodents_options(plots = "ok")) - expect_error(rodents_options(cast_type = 1)) - expect_error(rodents_options(cast_type = c("forecasts", "forecasts"))) - expect_error(rodents_options(cast_type = "ok")) - expect_error(rodents_options(tmnt_type = "ok")) - -}) - -test_that("covariates_options", { - expect_is(covariates_options(), "covariates_options") - expect_is(covariates_options(cast_type = "hindcasts"), "covariates_options") - expect_error(covariates_options(cast_type = 1)) - expect_error(covariates_options(cast_type = c("forecasts", "forecasts"))) - expect_error(covariates_options(cast_type = "ok")) - expect_error(covariates_options(cov_fcast = 1)) - expect_error(covariates_options(cov_fcast = c(TRUE, FALSE))) - expect_error(covariates_options(cov_hist = 1)) - expect_error(covariates_options(cov_hist = c(TRUE, FALSE))) - expect_error(covariates_options(cast_date = 1)) - expect_error(covariates_options(cast_date = c(today(), today()))) - expect_error(covariates_options(yr = NULL)) - expect_error(covariates_options(yr = "a")) - expect_error(covariates_options(yr = c(1, 2))) - expect_error(covariates_options(yr = 1.5)) - expect_error(covariates_options(start = NULL)) - expect_error(covariates_options(start = "a")) - expect_error(covariates_options(start = c(1, 2))) - expect_error(covariates_options(start = 1.5)) - expect_error(covariates_options(end = "a")) - expect_error(covariates_options(end = 1.5)) - expect_error(covariates_options(hind_step = NULL)) - expect_error(covariates_options(hind_step = "a")) - expect_error(covariates_options(hind_step = c(1, 2))) - expect_error(covariates_options(hind_step = 1.5)) - expect_error(covariates_options(min_lag = NULL)) - expect_error(covariates_options(min_lag = "a")) - expect_error(covariates_options(min_lag = c(1, 2))) - expect_error(covariates_options(min_lag = 1.5)) - expect_error(covariates_options(lead_time = NULL)) - expect_error(covariates_options(lead_time = "a")) - expect_error(covariates_options(lead_time = c(1, 2))) - expect_error(covariates_options(lead_time = 1.5)) - expect_error(covariates_options(fcast_nms = "a")) - expect_error(covariates_options(fcast_nms = c(1, 2.5))) - expect_error(covariates_options(fcast_nms = 1.5)) - expect_error(covariates_options(nfcnm = "a")) - expect_error(covariates_options(nfcnm = c(1, 2))) - expect_error(covariates_options(nfcnm = 1.5)) - expect_error(covariates_options(append_fcast_csv = 1)) - expect_error(covariates_options(append_fcast_csv = c(TRUE, TRUE))) - expect_error(covariates_options(hist_fcast_file = 1)) - expect_error(covariates_options(hist_fcast_file = c("ok.csv", "ok.csv"))) - expect_error(covariates_options(source_name = 1)) - expect_error(covariates_options(source_name = c("ok", "ok"))) - expect_error(covariates_options(quiet = 1)) - expect_error(covariates_options(quiet = c(TRUE, FALSE))) - expect_error(covariates_options(save = 1)) - expect_error(covariates_options(save = c(TRUE, FALSE))) - expect_error(covariates_options(filename = 1)) - expect_error(covariates_options(tree = 1)) - expect_error(covariates_options(filename = c("ok.csv", "ok.csv"))) -}) - -test_that("metadata_options", { - expect_is(metadata_options(), "metadata_options") - expect_error(metadata_options(quiet = 1)) - expect_error(metadata_options(quiet = c(TRUE, FALSE))) - expect_error(metadata_options(cast_date = 1)) - expect_error(metadata_options(cast_date = c(today(), today()))) - expect_error(metadata_options(lead_time = NULL)) - expect_error(metadata_options(lead_time = "a")) - expect_error(metadata_options(lead_time = c(1, 2))) - expect_error(metadata_options(lead_time = 1.5)) - expect_error(metadata_options(cast_type = 1)) - expect_error(metadata_options(cast_type = c("forecasts", "forecasts"))) - expect_error(metadata_options(cast_type = "ok")) - expect_error(metadata_options(confidence_level = "a")) - expect_error(metadata_options(confidence_level = c(0.1, 0.2))) - expect_error(metadata_options(confidence_level = 1.5)) - expect_error(metadata_options(confidence_level = -0.5)) - expect_error(metadata_options(save = 1)) - expect_error(metadata_options(save = c(TRUE, FALSE))) - expect_error(metadata_options(filename = 1)) - expect_error(metadata_options(filename = c("ok.csv", "ok.csv"))) - expect_error(metadata_options(tree = 1)) - expect_error(metadata_options(covariate_source = 1)) - expect_error(metadata_options(covariate_source = "ok")) - expect_error(metadata_options(covariate_source = rep("retroactive", 2))) - expect_error(metadata_options(covariate_date_made = 1)) - expect_error(metadata_options(covariate_date_made = rep("ok", 2))) -}) - -test_that("predictions_options", { - expect_is(predictions_options(), "predictions_options") - expect_error(predictions_options(base = c("ok", "ok"))) - expect_error(predictions_options(main = c("ok", "ok"))) - expect_error(predictions_options(base = 1)) - expect_error(predictions_options(main = 1)) - expect_error(predictions_options(subs = 1)) - expect_error(predictions_options(quiet = 1)) - expect_error(predictions_options(quiet = c(TRUE, FALSE))) - expect_error(predictions_options(download_existing_predictions = 1)) - expect_error(predictions_options(download_existing_predictions = - c(TRUE, TRUE))) -}) - -test_that("models_options", { - expect_is(models_options(), "models_options") - expect_error(models_options(base = c("ok", "ok"))) - expect_error(models_options(main = c("ok", "ok"))) - expect_error(models_options(base = 1)) - expect_error(models_options(main = 1)) - expect_error(models_options(subs = 1)) - expect_error(models_options(quiet = 1)) - expect_error(models_options(quiet = c(TRUE, FALSE))) - expect_is(models_options(model = "AutoArima"), "models_options") - expect_silent(models_options(model = "AutoArima")) -}) - -test_that("cast_options", { - expect_is(cast_options(), "cast_options") - expect_error(cast_options(base = c("ok", "ok"))) - expect_error(cast_options(main = c("ok", "ok"))) - expect_error(cast_options(base = 1)) - expect_error(cast_options(main = 1)) - expect_error(cast_options(subs = 1)) - expect_error(cast_options(quiet = 1)) - expect_error(cast_options(quiet = c(TRUE, FALSE))) - expect_is(cast_options(model = "AutoArima"), "cast_options") - expect_silent(cast_options(model = "AutoArima")) - expect_error(cast_options(cast_date = 1)) - expect_error(cast_options(cast_date = c(today(), today()))) - expect_error(cast_options(start = NULL)) - expect_error(cast_options(start = "a")) - expect_error(cast_options(start = c(1, 2))) - expect_error(cast_options(start = 1.5)) - expect_error(cast_options(end = "a")) - expect_error(cast_options(end = 1.5)) - expect_error(cast_options(hind_step = NULL)) - expect_error(cast_options(hind_step = "a")) - expect_error(cast_options(hind_step = c(1, 2))) - expect_error(cast_options(hind_step = 1.5)) - expect_error(cast_options(min_plots = NULL)) - expect_error(cast_options(min_plots = "a")) - expect_error(cast_options(min_plots = c(1, 2))) - expect_error(cast_options(min_plots = 1.5)) - expect_error(cast_options(min_traps = NULL)) - expect_error(cast_options(min_traps = "a")) - expect_error(cast_options(min_traps = c(1, 2))) - expect_error(cast_options(min_traps = 1.5)) - expect_error(cast_options(ensemble = 1)) - expect_error(cast_options(ensemble = c(TRUE, TRUE))) - expect_error(cast_options(cast_type = 1)) - expect_error(cast_options(cast_type = c("forecasts", "forecasts"))) - expect_error(cast_options(cast_type = "ok")) -}) diff --git a/tests/testthat/test-06-paths.R b/tests/testthat/test-06-paths.R index aa816f42b..a3f88c9d6 100644 --- a/tests/testthat/test-06-paths.R +++ b/tests/testthat/test-06-paths.R @@ -1,85 +1,28 @@ context("Test paths functions") -test_that("dirtree", { - expect_is(dirtree(), "dirtree") - expect_is(dirtree(base = "~"), "dirtree") - expect_is(dirtree(main = "forecast_folder"), "dirtree") - expect_equal(length(dirtree()), 3) - expect_equal(length(dirtree(base = "~")), 3) - expect_equal(length(dirtree(main = "forecast_folder")), 3) - expect_error(dirtree(base = c("ok", "ok"))) - expect_error(dirtree(main = c("ok", "ok"))) - expect_error(dirtree(base = 1)) - expect_error(dirtree(main = 1)) - expect_error(dirtree(subs = 1)) -}) -test_that("subdirs", { - expect_is(subdirs(subs_type = "portalcasting"), "character") - expect_is(subdirs(subs_type = "portalcasting", subs_names = "ok"), - "character") - expect_is(subdirs(subs_type = NULL, subs_names = "ok"), "character") - expect_equal(length(subdirs(subs_type = "portalcasting")), 5) - expect_equal(length(subdirs(subs_type = "portalcasting", - subs_names = "ok")), 6) - expect_equal(length(subdirs(subs_type = NULL, subs_names = "ok")), 1) - expect_equal(subdirs(subs_type = NULL), NULL) - expect_error(subdirs(subs_type = "ok")) - expect_error(subdirs(subs_type = "portalcasting", subs_names = 1)) +test_that("file_ext", { + expect_equal(file_ext("home/folders.with.dots/stuff/ok.csv"), "csv") + expect_equal(path_no_ext("home/folders.with.dots/stuff/ok.csv"), + "home/folders.with.dots/stuff/ok") + expect_equal(file_ext(NMME_urls()[[1]]), "") + expect_equal(file_ext(NMME_urls()[[1]], "="), "csv") }) -test_that("base_path", { - expect_is(base_path(), "character") - expect_equal(length(base_path()), 1) - expect_error(base_path(1)) -}) test_that("main_path", { expect_is(main_path(), "character") expect_equal(length(main_path()), 1) - expect_error(main_path(1)) }) test_that("sub_paths", { - expect_is(sub_paths(), "character") - expect_equal(length(sub_paths()), 5) - expect_equal(length(sub_paths(specific_subs = NULL)), 5) - expect_error(sub_paths(1)) - expect_is(sub_paths(specific_subs = "predictions"), "character") - expect_is(sub_paths(specific_subs = "models"), "character") - expect_is(sub_paths(specific_subs = "PortalData"), "character") - expect_is(sub_paths(specific_subs = "data"), "character") - expect_is(sub_paths(specific_subs = "tmp"), "character") - expect_equal(length(sub_paths(specific_subs = "predictions")), 1) - expect_equal(length(sub_paths(specific_subs = "models")), 1) - expect_equal(length(sub_paths(specific_subs = "PortalData")), 1) - expect_equal(length(sub_paths(specific_subs = "data")), 1) - expect_equal(length(sub_paths(specific_subs = "tmp")), 1) - expect_error(sub_paths(1, 1)) - expect_error(sub_paths(dirtree(), "ok")) + expect_is(sub_path(subs = "tmp"), "character") + expect_equal(length(sub_path(subs = "tmp")), 1) + expect_error(sub_path(subs = "ok")) }) -test_that("model_paths", { - expect_is(model_paths(), "character") - expect_is(model_paths(models = "AutoArima"), "character") - expect_is(model_paths(models = c("AutoArima", "ESSS")), "character") - expect_equal(length(model_paths(models = "AutoArima")), 1) - expect_equal(length(model_paths(models = c("AutoArima", "ESSS"))), 2) - expect_error(model_paths(tree = 1, models = "AutoArima")) - expect_error(model_paths(models = 1)) - expect_error(model_paths(models = "AutoArima", extension = 1)) - expect_error(model_paths(models = "AutoArima", extension = "ok")) - expect_error(model_paths(models = "AutoArima", extension = c("ok", "ok"))) - expect_error(model_paths(models = "AutoArima", extension = ".R.")) -}) - - -test_that("file_paths", { - expect_error(file_paths(tree = 1, local_paths = "data/covariates.csv")) - expect_error(file_paths()) - expect_error(file_paths(local_paths = 1)) - expect_is(file_paths(local_paths = "data/covariates.csv"), "character") - expect_is(file_paths(local_paths = c("ok", "data/covar.csv")), "character") - expect_equal(length(file_paths(local_paths = "data/covariates.csv")), 1) - expect_equal(length(file_paths(local_paths = c("ok", "data/covar.csv"))), 2) +test_that("file_path", { + expect_is(file_path(files = "xxx.csv"), "character") + expect_equal(length(file_path(files = "xxx.csv")), 1) + expect_null(file_path()) }) \ No newline at end of file diff --git a/tests/testthat/test-07-portalcast.R b/tests/testthat/test-07-portalcast.R deleted file mode 100644 index 812ad41ca..000000000 --- a/tests/testthat/test-07-portalcast.R +++ /dev/null @@ -1,144 +0,0 @@ -context("Test portalcast functions") - -options_all1 <- all_options(main = "testing_casting") -options_all3 <- all_options(main = "testing_casting", models = "AutoArima") -options_all4 <- all_options(main = "testing_casting", - models = "ok") -options_all5 <- all_options(main = "testing_casting", - models = model_names(model_set = NULL, "all")) -options_all6 <- all_options(main = "testing_casting", models = "AutoArima", - cast_type = "hindcasts", end = 490) -options_all8 <- all_options(main = "testing_casting", models = "AutoArima", - cast_type = "hindcasts", end = 496) -options_all9 <- all_options(main = "testing_casting", models = "AutoArima", - cast_type = "hindcasts", end = 490:493) -options_all10 <- all_options(main = "testing_casting", models = "AutoArima", - cast_type = "hindcasts", end = 476) - -test_that("portalcast", { - expect_error(portalcast(1)) - expect_message(portalcast(options_all3)) -}) - -test_that("verify_models", { - expect_error(verify_models(1)) - expect_error(verify_models()) - expect_message(verify_models(options_all1$options_cast)) - expect_error(verify_models(options_all4$options_cast)) -}) - -test_that("cast_models", { - expect_error(cast_models(1)) - expect_message(cast_models(options_all3$options_cast)) - expect_message(cast_models(options_all6$options_cast)) -}) - -test_that("models_to_cast", { - expect_error(models_to_cast(1)) - mtc3 <- models_to_cast(options_all3$options_cast) - expect_is(mtc3, "character") - expect_equal(length(mtc3), 1) - mtc5 <- models_to_cast(options_all5$options_cast) - expect_is(mtc5, "character") - expect_equal(length(mtc5), length(model_names())) -}) - -test_that("create_tmp", { - expect_error(create_tmp(1)) - expect_silent(create_tmp(dirtree(main = "testing_casting"))) -}) - -test_that("clear_tmp", { - expect_error(clear_tmp(1)) - expect_silent(clear_tmp(dirtree(main = "testing_casting"))) - unlink(sub_paths(dirtree(main = "testing_casting"), "tmp"), - recursive = TRUE, force = TRUE) - unlink(sub_paths(dirtree(main = "testing_casting"), "tmp"), - recursive = TRUE, force = TRUE) - expect_message(clear_tmp(dirtree(main = "testing_casting"))) -}) - -test_that("prep_data", { - expect_error(prep_data(1)) - expect_message(prep_data(options_all1$options_data)) - unlink(file_paths(dirtree(main = "testing_casting"), "data/metadata.yaml")) - expect_message(prep_data(options_all1$options_data)) - - metadata_path <- file_paths(dirtree(main = "testing_casting"), - "data/metadata.yaml") - metadata <- yaml.load_file(metadata_path) - metadata$forecast_date <- "1970-01-01" - writeLines(as.yaml(metadata), con = metadata_path) - expect_message(prep_data(options_all1$options_data)) - - unlink(sub_paths(dirtree(main = "testing_casting"), "data"), - recursive = TRUE) - create_sub_dir(sub_paths(dirtree(main = "testing_casting"), "data")) - expect_message(prep_data(options_all6$options_data)) -}) - -test_that("casts", { - expect_error(casts(1)) - unlink(sub_paths(dirtree(main = "testing_casting"), "data"), - recursive = TRUE) - create_sub_dir(sub_paths(dirtree(main = "testing_casting"), "data")) - prep_data(options_all3$options_data) - expect_message(casts(options_all3)) -}) - - -test_that("cast", { - expect_error(cast(1)) - unlink(sub_paths(dirtree(main = "testing_casting"), "data"), - recursive = TRUE) - create_sub_dir(sub_paths(dirtree(main = "testing_casting"), "data")) - prep_data(options_all3$options_data) - expect_message(cast(options_all3$options_cast)) - - unlink(sub_paths(dirtree(main = "testing_casting"), "data"), - recursive = TRUE) - create_sub_dir(sub_paths(dirtree(main = "testing_casting"), "data")) - prep_data(options_all8$options_data) - expect_message(cast(options_all8$options_cast)) - expect_equal(cast(options_all8$options_cast), NULL) -}) - - -test_that("step_casts", { - expect_error(step_casts(1)) - cast(options_all9$options_cast) - expect_message(step_casts(options_all9)) -}) - -test_that("step_hind_forward", { - expect_error(step_hind_forward(1)) - expect_is(step_hind_forward(options_all6), "all_options") -}) - -test_that("check_to_skip", { - expect_error(check_to_skip(1)) - expect_equal(check_to_skip(options_all8$options_cast), TRUE) - expect_equal(check_to_skip(options_all10$options_cast), TRUE) - expect_equal(check_to_skip(options_all6$options_cast), FALSE) -}) - -test_that("update_data", { - expect_error(update_data(1)) - expect_message(update_data(options_all9$options_data)) -}) - -test_that("update_covariates", { - moons <- prep_moons(options_all9$options_data$moons) - expect_error(update_covariates(1, options_all9$options_data$covariates)) - expect_error(update_covariates(moons, 1)) - updcov <- update_covariates(moons, options_all9$options_data$covariates) - expect_is(updcov, "covariates") -}) - -test_that("update_rodents_list", { - expect_error(update_rodents_list(1)) - updrod <- update_rodents_list(options_all9$options_data$rodents) - expect_is(updrod, "rodents_list") - expect_is(updrod[[1]], "rodents") - expect_is(updrod[[2]], "rodents") -}) diff --git a/tests/testthat/test-07-prepare_covariates.R b/tests/testthat/test-07-prepare_covariates.R new file mode 100644 index 000000000..76d5033fd --- /dev/null +++ b/tests/testthat/test-07-prepare_covariates.R @@ -0,0 +1,39 @@ +context("Test prepare_covariates functions") + +main <- "./testing" + + +test_that("prep_covariates", { + skip_on_cran() # downloads take too long for cran checks + expect_is(prep_covariates(main = main), "data.frame") +}) + +test_that("process_covariates", { + skip_on_cran() # downloads take too long for cran checks + fill_data(main = main) + covariate_casts <- read_covariate_casts(main = main) + covar_casts_lag <- lag_covariates(covariate_casts, lag = 2, tail = TRUE) + expect_is(covar_casts_lag, "data.frame") + covar_casts_lag <- lag_covariates(covariate_casts, lag = 2, tail = FALSE) + expect_is(covar_casts_lag, "data.frame") +}) + + +test_that("lag_covariates", { + skip_on_cran() # downloads take too long for cran checks + covs <- read_covariates(main = "./testing") + expect_is(lag_covariates(covs, 2), "data.frame") +}) + + +test_that("prep_covariates", { + skip_on_cran() # downloads take too long for cran checks + raw_path <- sub_path(main = "./testing", subs = "raw") + moons <- prep_moons(main = "./testing") + weather("daily", TRUE, raw_path) %>% + add_date_from_components() %>% + select(-c(year, month, day, battery_low, locally_measured)) %>% + add_moons_from_date(moons) %>% + summarize_daily_weather_by_moon() -> x + expect_is(x, "data.frame") +}) diff --git a/tests/testthat/test-08-prepare_covariates.R b/tests/testthat/test-08-prepare_covariates.R deleted file mode 100644 index ddf290c5b..000000000 --- a/tests/testthat/test-08-prepare_covariates.R +++ /dev/null @@ -1,67 +0,0 @@ -context("Test prepare_covariates functions") - -options_all <- all_options(main = "testing_casting") - -test_that("prep_covariates", { - moons <- prep_moons(options_all$options_data$moons) - cov_opts <- options_all$options_data$covariates - expect_error(prep_covariates(1)) - expect_error(prep_covariates(moons, 1)) - expect_message(cov_tab <- prep_covariates(moons, cov_opts)) - expect_is(cov_tab, "covariates") -}) - -test_that("transfer_hist_covariate_forecasts", { - d_opts <- options_all$options_data - expect_silent(transfer_hist_covariate_forecasts(d_opts)) - path_to <- file_paths(d_opts$tree, "data/covariate_forecasts.csv") - unlink(path_to, force = TRUE) - expect_message(transfer_hist_covariate_forecasts(d_opts)) - exists <- read.csv(path_to, stringsAsFactors = FALSE) - exists$date_made <- "1970-01-01" - write.csv(exists, path_to, row.names = FALSE) - expect_message(transfer_hist_covariate_forecasts(d_opts)) - write.csv(exists, path_to, row.names = FALSE) - expect_message(transfer_hist_covariate_forecasts(d_opts)) -}) - -test_that("prep_hist_covariates", { - cov_opts <- options_all$options_data$covariates - cov_opts2 <- cov_opts - cov_opts2$end <- 400 - expect_error(prep_hist_covariates(1)) - expect_is(prep_hist_covariates(cov_opts), "covariates") - expect_is(prep_hist_covariates(cov_opts2), "covariates") -}) - -test_that("prep_fcast_covariates", { - cov_opts <- options_all$options_data$covariates - hcov <- prep_hist_covariates(cov_opts) - moons <- prep_moons(options_all$options_data$moons) - expect_error(prep_fcast_covariates(hcov, moons, 1)) - expect_error(prep_fcast_covariates(hcov, 1, cov_opts)) - expect_error(prep_fcast_covariates(1, moons, cov_opts)) - expect_is(prep_fcast_covariates(hcov, moons, cov_opts), "covariates") -}) - -test_that("prep_weather_data", { - expect_error(prep_weather_data(1)) - expect_is(prep_weather_data(dirtree(main = "testing_casting")), - "data.frame") -}) - -test_that("update_covfcast_options", { - cov_opts <- options_all$options_data$covariates - cov_opts2 <- cov_opts - cov_opts2$cast_type <- "hindcasts" - cov_opts2$end <- 400 - hcov <- prep_hist_covariates(cov_opts) - moons <- prep_moons(options_all$options_data$moons) - expect_error(update_covfcast_options(1, hcov, moons)) - expect_error(update_covfcast_options(cov_opts, hcov, 1)) - expect_error(update_covfcast_options(cov_opts, 1, moons)) - expect_is(update_covfcast_options(cov_opts, hcov, moons), - "covariates_options") - expect_is(update_covfcast_options(cov_opts2, hcov, moons), - "covariates_options") -}) \ No newline at end of file diff --git a/tests/testthat/test-08-prepare_metadata.R b/tests/testthat/test-08-prepare_metadata.R new file mode 100644 index 000000000..a5fbe8f6e --- /dev/null +++ b/tests/testthat/test-08-prepare_metadata.R @@ -0,0 +1,13 @@ +context("Test prepare_metadata functions") + +test_that("prep_metadata", { + skip_on_cran() # downloads take too long for cran checks + moons <- prep_moons(main = "./testing") + rodents <- prep_rodents(main = "./testing", moons = moons) + covariates <- prep_covariates(main = "./testing", moons = moons) + expect_is(prep_metadata(main = "./testing", moons = moons, rodents = rodents, + covariates = covariates), + "list") + +}) + diff --git a/tests/testthat/test-09-prepare_metadata.R b/tests/testthat/test-09-prepare_metadata.R deleted file mode 100644 index cecd90b04..000000000 --- a/tests/testthat/test-09-prepare_metadata.R +++ /dev/null @@ -1,23 +0,0 @@ -context("Test prepare_metadata functions") - -options_all <- all_options(main = "testing_casting") - -moons <- prep_moons(options_all$options_data$moons) -rodents_list <- prep_rodents_list(moons, options_all$options_data$rodents) -covariates <- prep_covariates(moons, options_all$options_data$covariates) -options_metadata <- options_all$options_data$metadata -options_metadata3 <- options_metadata -options_metadata3$cast_type <- "hindcasts" - -test_that("prep_metadata", { - expect_error(prep_metadata(1, rodents_list, covariates, options_metadata)) - expect_error(prep_metadata(moons, 1, covariates, options_metadata)) - expect_error(prep_metadata(moons, rodents_list, 1, options_metadata)) - expect_error(prep_metadata(moons, rodents_list, covariates, 1)) - expect_message( - md1 <- prep_metadata(moons, rodents_list, covariates, options_metadata)) - expect_is(md1, "metadata") - expect_message( - md3 <- prep_metadata(moons, rodents_list, covariates, options_metadata3)) - expect_is(md3, "metadata") -}) \ No newline at end of file diff --git a/tests/testthat/test-09-prepare_models.R b/tests/testthat/test-09-prepare_models.R new file mode 100644 index 000000000..1821152b7 --- /dev/null +++ b/tests/testthat/test-09-prepare_models.R @@ -0,0 +1,73 @@ +context("Test prepare_models functions") + +main <- "./testing" + +test_that("covariate_models", { + ref <- list(c("maxtemp", "meantemp", "precipitation", "ndvi"), + c("maxtemp", "mintemp", "precipitation", "ndvi"), + c("mintemp", "maxtemp", "meantemp", "precipitation"), + c("precipitation", "ndvi"), + c("mintemp", "ndvi"), + c("mintemp"), + c("maxtemp"), + c("meantemp"), + c("precipitation"), + c("ndvi"), + c(NULL)) + mods1 <- covariate_models() + expect_equal(length(mods1), 11) + expect_equal(mods1, ref) +}) + +test_that("verify_models", { + create_dir(main = "./testing") + fill_models(main = "./testing") + expect_message(verify_models(main = "./testing")) + expect_error(verify_models(main = "./testing", models = "1234")) + expect_error(verify_models(main = "./123")) +}) + +test_that("model_controls", { + expect_is(model_controls(prefab_models()), "list") + expect_equal(length(model_controls(prefab_models())), 6) + expect_is(model_controls(prefab_models(), + list(name = "xx", + covariates = FALSE, lag = NA)), + "list") + + expect_error(model_controls(prefab_models(), + list(name = "AutoArima", + covariates = FALSE, lag = NA))) + expect_message(model_controls("xx")) +}) + +test_that("prefab_models", { + expect_equal(length(prefab_models()), 6) +}) + + +test_that("write_model", { + expect_message(write_model("AutoArima", main = main)) + expect_message(write_model("AutoArima", main = main, + covariatesTF = NULL, lag = NULL)) + expect_message(write_model("AutoArima", main = main, + covariatesTF = TRUE, lag = NULL)) + expect_message(write_model("AutoArima", main = main, + covariatesTF = NULL, lag = NA)) + expect_message(write_model("AutoArimaX", main = main, + covariatesTF = NULL, lag = 1)) + +}) + + +test_that("model_template", { + + temp1 <- model_template("AutoArima", main = "./testing") + expect_is(temp1, "character") + expect_equal(length(temp1), 4) + + temp2 <- model_template("pevGARCH", main = "./testing") + expect_is(temp2, "character") + expect_equal(length(temp2), 4) + +}) diff --git a/tests/testthat/test-10-prepare_models.R b/tests/testthat/test-10-prepare_models.R deleted file mode 100644 index 7a8dc7be8..000000000 --- a/tests/testthat/test-10-prepare_models.R +++ /dev/null @@ -1,42 +0,0 @@ -context("Test prepare_models functions") - -tree <- dirtree(main = "portalcasting") - -test_that("model_scripts", { - expect_silent(scripts <- model_scripts(tree)) - expect_is(scripts, "character") - expect_error(model_scripts(1)) -}) - -test_that("model_names", { - expect_is(model_names(model_set = "prefab"), "character") - expect_is(model_names(model_set = "wEnsemble"), "character") - expect_error(model_names(model_set = 1)) - expect_error(model_names(add = 1)) - expect_error(model_names(model_set = c("prefab", "prefab"))) - expect_error(model_names(model_set = "ok")) -}) - -test_that("write_model", { - expect_error(write_model(1)) - expect_message( - write_model(AutoArima_options(dirtree(main = "testing_casting")))) -}) - -test_that("model_template", { - expect_error(model_template(1)) - - temp1 <- model_template( - AutoArima_options(dirtree(main = "testing_casting"))) - expect_is(temp1, "character") - expect_equal(length(temp1), 1) - - temp2 <- model_template(pevGARCH_options(dirtree(main = "testing_casting"))) - expect_is(temp2, "character") - expect_equal(length(temp2), 1) - - temp3 <- model_template(AutoArima_options(dirtree(main = "testing_casting", - subs = "test"))) - expect_is(temp3, "character") - expect_equal(length(temp3), 1) -}) \ No newline at end of file diff --git a/tests/testthat/test-10-prepare_moons.R b/tests/testthat/test-10-prepare_moons.R new file mode 100644 index 000000000..6ab0c1096 --- /dev/null +++ b/tests/testthat/test-10-prepare_moons.R @@ -0,0 +1,40 @@ +context("Test prepare_moons functions") + +test_that("prep_moons", { + skip_on_cran() # downloads take too long for cran checks + moons <- prep_moons(main = "./testing") + expect_is(moons, "data.frame") +}) + +test_that("add_future_moons", { + skip_on_cran() # downloads take too long for cran checks + moons <- prep_moons(main = "./testing") + expect_is(add_future_moons(moons, lead_time = 0), "data.frame") +}) + +test_that("add_extra_future_moons", { + skip_on_cran() # downloads take too long for cran checks + moons <- prep_moons(main = "./testing") + max_moon <- max(moons$moondate) + max_plus <- max_moon + 100 + expect_is(add_extra_future_moons(moons, cast_date = max_plus), "data.frame") +}) + +test_that("trim_moons", { + skip_on_cran() # downloads take too long for cran checks + moons <- prep_moons(main = "./testing") + expect_is(trim_moons(moons, 300:310), "data.frame") +}) + +test_that("add_moons_from_date", { + skip_on_cran() # downloads take too long for cran checks + raw_path <- sub_path(main = "./testing", subs = "raw") + weather <- portalr::weather("daily", TRUE, raw_path) + moons <- prep_moons(main = "./testing") + expect_is(add_moons_from_date(weather, moons), "data.frame") +}) + +test_that("target_moons", { + skip_on_cran() # downloads take too long for cran checks + expect_is(target_moons(main = "./testing"), "integer") +}) diff --git a/tests/testthat/test-11-prepare_moons.R b/tests/testthat/test-11-prepare_moons.R deleted file mode 100644 index 7f13f8d9b..000000000 --- a/tests/testthat/test-11-prepare_moons.R +++ /dev/null @@ -1,49 +0,0 @@ -context("Test prepare_moons functions") - -moons_opts <- all_options(main = "testing_casting")$options_data$moons -moons <- prep_moons(moons_opts) - -test_that("prep_moons", { - expect_error(prep_moons(1)) - expect_message(moons <- prep_moons(moons_opts)) - expect_is(moons, "moons") -}) - -test_that("append_past_moons_to_raw", { - expect_error(append_past_moons_to_raw(moons, 1)) - expect_error(append_past_moons_to_raw(1, moons_opts)) - expect_is(append_past_moons_to_raw(moons, moons_opts), "moons") -}) - -test_that("add_future_moons", { - expect_error(add_future_moons(moons, 1)) - expect_error(add_future_moons(1, moons_opts)) - - moons <- file_paths(moons_opts$tree, - "PortalData/Rodents/moon_dates.csv") %>% - read.csv(stringsAsFactors = FALSE) %>% - classy(c("data.frame", "moons")) - expect_is(add_future_moons(moons, moons_opts), "moons") - moons_opts2 <- moons_opts - moons_opts2$n_future_moons <- 0 - expect_is(add_future_moons(moons, moons_opts2), "moons") -}) - -test_that("add_addl_future_moons", { - future_moons <- get_future_moons(moons, moons_opts$n_future_moons) %>% - classy(c("data.frame", "moons")) - cast_date <- moons_opts$cast_date - expect_error(add_addl_future_moons(future_moons, 1)) - expect_error(add_addl_future_moons(1, cast_date)) - expect_error(add_addl_future_moons(future_moons, c(cast_date, cast_date))) - expect_is(add_addl_future_moons(future_moons, cast_date), "moons") - cast_date2 <- as.Date("2100-01-01") - expect_is(add_addl_future_moons(future_moons, cast_date2), "moons") -}) - -test_that("format_moons", { - expect_error(format_moons(1)) - expect_is(format_moons(moons), "moons") - expect_is(format_moons(append_past_moons_to_raw(moons, moons_opts)), - "moons") -}) \ No newline at end of file diff --git a/tests/testthat/test-11-prepare_rodents.R b/tests/testthat/test-11-prepare_rodents.R new file mode 100644 index 000000000..f9221aac7 --- /dev/null +++ b/tests/testthat/test-11-prepare_rodents.R @@ -0,0 +1,65 @@ +context("Test prepare_rodents functions") + +test_that("rodents_control", { + expect_is(rodents_control("all_PPonly", species = "PP"), "list") +}) + +test_that("prep_rodents_table", { + skip_on_cran() # downloads take too long for cran checks + expect_is(prep_rodents_table(main = "./testing"), "data.frame") +}) + +test_that("prep_rodents", { + skip_on_cran() # downloads take too long for cran checks + expect_is(prep_rodents(main = "./testing"), "list") + expect_is(prep_rodents(main = "./testing", + controls = rodents_controls()), "list") +}) + +test_that("last_census", { + skip_on_cran() # downloads take too long for cran checks + expect_is(last_census(main = "./testing"), "Date") +}) + +test_that("rodents_controls",{ + expect_is(rodents_controls(c("all", "controls")), "list") + controls_r <- rodents_controls("all")[[1]] + controls_r$name <- "allX" + expect_is(rodents_controls("allX", controls_rodents = controls_r), + "list") + controls_r$name <- "all" + expect_error(rodents_controls("all", controls_rodents = controls_r)) + expect_error(rodents_controls("allX", arg_checks = FALSE)) +}) + +test_that("rodents_species", { + x1 <- rodent_species() + x2 <- rodent_species(set = "all") + x3 <- rodent_species("BA") + x4 <- rodent_species("BA", set = "all") + x5 <- all_species() + x6 <- all_species(nadot = TRUE) + x7 <- all_species(total = TRUE) + x8 <- base_species() + x9 <- evalplot_species() + + expect_equal(x1, NULL) + expect_is(x2, "character") + expect_is(x3, "character") + expect_is(x4, "character") + expect_is(x5, "character") + expect_is(x6, "character") + expect_is(x7, "character") + expect_is(x8, "character") + expect_is(x9, "character") + + expect_equal(length(x2), 21) + expect_equal(length(x3), 1) + expect_equal(length(x4), 21) + expect_equal(length(x5), 21) + expect_equal(length(x6), 21) + expect_equal(length(x7), 22) + expect_equal(length(x8), 20) + expect_equal(length(x9), 7) +}) + diff --git a/tests/testthat/test-12-prepare_predictions.R b/tests/testthat/test-12-prepare_predictions.R deleted file mode 100644 index 146fcb408..000000000 --- a/tests/testthat/test-12-prepare_predictions.R +++ /dev/null @@ -1,12 +0,0 @@ -context("Test prepare_predictions functions") - -test_location <- "travis" - -test_that("download_predictions", { - - expect_error(download_predictions(1)) - expect_silent(download_predictions(dirtree(main = "testing_casting"), FALSE)) - if(test_location == "local"){ - expect_message(download_predictions(dirtree(main = "testing_casting"))) - } -}) \ No newline at end of file diff --git a/tests/testthat/test-12-setup_dir.R b/tests/testthat/test-12-setup_dir.R new file mode 100644 index 000000000..495e704e0 --- /dev/null +++ b/tests/testthat/test-12-setup_dir.R @@ -0,0 +1,13 @@ +context("Test directory setting up functions") + +test_that("setup_dir", { + skip_on_cran() # downloads take too long for cran checks + expect_message(setup_production(main = "./prod")) + expect_message(setup_sandbox(main = "./sand")) +}) + +test_that("sandbox_welcome", { + expect_message(sandbox_welcome()) +}) + + diff --git a/tests/testthat/test-13-figures.R b/tests/testthat/test-13-figures.R new file mode 100644 index 000000000..37c503458 --- /dev/null +++ b/tests/testthat/test-13-figures.R @@ -0,0 +1,22 @@ +context("Figures") + +main <- "./testing" + +test_that("plot_cast_point", { + skip_on_cran() # downloads and casting take too long to run on cran + portalcast(main = main, models = c("AutoArima", "NaiveArima"), + end_moon = last_moon(main) - 5) + expect_silent(plot_cast_point(main = main)) + expect_silent(plot_cast_point(main = main, with_census = TRUE)) + + expect_error(plot_cast_point(main = main, cast_id = 1e10)) + +}) + +test_that("plot_cast_ts", { + skip_on_cran() # downloads and casting take too long to run on cran + expect_silent(plot_cast_ts(main = main)) + expect_silent(plot_cast_ts(main = main, species = "DM")) + expect_error(plot_cast_ts(main = main, cast_id = 1e10)) + +}) \ No newline at end of file diff --git a/tests/testthat/test-13-prepare_rodents.R b/tests/testthat/test-13-prepare_rodents.R deleted file mode 100644 index 9d511b2df..000000000 --- a/tests/testthat/test-13-prepare_rodents.R +++ /dev/null @@ -1,120 +0,0 @@ -context("Test prepare_rodents functions") - -rod_opts <- all_options(main = "testing_casting")$options_data$rodents -rod_opts2 <- rod_opts -rod_opts2$quiet <- TRUE -moon_opts <- all_options(main = "testing_casting")$options_data$moons -moons <- prep_moons(moon_opts) - -test_that("prep_rodents_list", { - expect_error(prep_rodents_list(1, rod_opts)) - expect_error(prep_rodents_list(moons, 1)) - expect_message(rodents <- prep_rodents_list(moons, rod_opts)) - expect_is(rodents, "rodents_list") -}) - -test_that("prep_rodents", { - expect_error(prep_rodents(1, rod_opts)) - expect_error(prep_rodents(moons, 1)) - expect_message(rodents <- prep_rodents(moons, rod_opts)) - expect_silent(rodents2 <- prep_rodents(moons, rod_opts2)) - expect_is(rodents, "rodents") - expect_is(rodents2, "rodents") - expect_equal(rodents, rodents2) -}) - -test_that("enforce_rodents_options", { - expect_error(enforce_rodents_options(1, "all")) - expect_error(enforce_rodents_options(rod_opts, 1)) - expect_error(enforce_rodents_options(rod_opts, "ok")) - expect_silent(rod_opts1a <- enforce_rodents_options(rod_opts, "all")) - expect_silent(rod_opts1b <- enforce_rodents_options(rod_opts, "controls")) - expect_silent(rod_opts1c <- enforce_rodents_options(rod_opts, NULL)) - expect_is(rod_opts1a, "rodents_options") - expect_is(rod_opts1b, "rodents_options") - expect_is(rod_opts1c, "rodents_options") - expect_equal(rod_opts, rod_opts1c) -}) - -test_that("remove_spp", { - rodents <- prep_rodents_list(moons, rod_opts)$all - expect_error(remove_spp(1, "BA")) - expect_error(remove_spp(rodents, 1)) - expect_silent(rodents1 <- remove_spp(rodents, NULL)) - expect_silent(rodents2 <- remove_spp(rodents, "BA")) - expect_warning(rodents3 <- remove_spp(rodents, "ok")) - expect_equal(rodents, rodents1) - expect_is(rodents1, "rodents") - expect_is(rodents2, "rodents") - expect_equal(ncol(rodents2) < ncol(rodents1), TRUE) - expect_is(rodents3, "rodents") - expect_equal(rodents, rodents3) -}) - -test_that("rodent_spp", { - expect_silent(spp <- rodent_spp()) - expect_is(spp, "character") - expect_equal(length(spp), 21) - expect_silent(spp <- rodent_spp(species_set = "wtotal")) - expect_is(spp, "character") - expect_equal(length(spp), 22) - expect_silent(spp <- rodent_spp(species_set = "evalplot")) - expect_is(spp, "character") - expect_equal(length(spp), 7) - expect_error(rodent_spp("1")) - expect_silent(spp <- rodent_spp(nadot = TRUE)) - expect_is(spp, "character") - expect_equal(length(spp), 21) -}) - -test_that("is.spcol", { - rodents <- prep_rodents_list(moons, rod_opts)$all - expect_error(is.spcol(1, rodent_spp())) - expect_error(is.spcol(rodents, 1)) - expect_silent(sppTF <- is.spcol(rodents, rodent_spp())) - expect_is(sppTF, "logical") - expect_equal(sum(sppTF), 20) -}) - -test_that("trim_treatment", { - rod_opts_a <- enforce_rodents_options(rod_opts, "all") - rod_opts_c <- enforce_rodents_options(rod_opts, "controls") - - options_rodents <- rod_opts_a - roda <- summarize_rodent_data(path = main_path(options_rodents$tree), - clean = FALSE, type = "Rodents", - level = options_rodents$level, - plots = options_rodents$plots, - min_plots = options_rodents$min_plots, - output = options_rodents$output) %>% - classy(c("data.frame", "rodents")) %>% - remove_spp(options_rodents$drop_spp) %>% - mutate(total = rowSums(.[ , is.spcol(.)])) %>% - classy(c("data.frame", "rodents")) - options_rodents <- rod_opts_c - rodc <- summarize_rodent_data(path = main_path(options_rodents$tree), - clean = FALSE, type = "Rodents", - level = options_rodents$level, - plots = options_rodents$plots, - min_plots = options_rodents$min_plots, - output = options_rodents$output) %>% - classy(c("data.frame", "rodents")) %>% - remove_spp(options_rodents$drop_spp) %>% - mutate(total = rowSums(.[ , is.spcol(.)])) %>% - classy(c("data.frame", "rodents")) - - expect_error(trim_treatment(1, rod_opts)) - expect_error(trim_treatment(roda, 1)) - expect_silent(rodat <- trim_treatment(roda, rod_opts_a)) - expect_silent(rodct <- trim_treatment(rodc, rod_opts_c)) - expect_equal(roda, rodat) - expect_equal(ncol(rodc) > ncol(rodct), TRUE) - expect_is(rodat, "rodents") - expect_is(rodct, "rodents") -}) - -test_that("transfer_trapping_table", { - d_opts <- all_options(main = "testing_casting")$options_data - expect_error(transfer_trapping_table(1)) - expect_message(transfer_trapping_table(d_opts)) -}) \ No newline at end of file diff --git a/tests/testthat/test-14-portalcast.R b/tests/testthat/test-14-portalcast.R new file mode 100644 index 000000000..13e6ef56a --- /dev/null +++ b/tests/testthat/test-14-portalcast.R @@ -0,0 +1,15 @@ +context("Test portalcast functions") + +main <- "./testing" + +test_that("portalcast", { + skip_on_cran() # downloads and casting take too long to run on cran + expect_message(portalcast(main = main, models = "AutoArima")) +}) + + + + + + + diff --git a/tests/testthat/test-14-process_data.R b/tests/testthat/test-14-process_data.R deleted file mode 100644 index 1a876193b..000000000 --- a/tests/testthat/test-14-process_data.R +++ /dev/null @@ -1,68 +0,0 @@ -context("Test process_data functions") - -rod_opts <- all_options(main = "testing_casting")$options_data$rodents -moon_opts <- all_options(main = "testing_casting")$options_data$moons -moons <- prep_moons(moon_opts) -rodents <- prep_rodents(moons, rod_opts) - -test_that("foy", { - expect_silent(foys <- foy(moons$newmoondate)) - expect_is(foys, "numeric") - expect_equal(nrow(moons), length(foys)) - expect_error(foy("ok")) -}) - -test_that("interpolate_abundance", { - expect_error(interpolate_abundance(1)) - expect_silent(rodents_int <- interpolate_abundance(rodents)) - expect_equal(nrow(rodents_int) > nrow(rodents), TRUE) - expect_equal(ncol(rodents_int) < ncol(rodents), TRUE) - expect_is(rodents_int, "data.frame") -}) - -test_that("lag_covariates", { - tree <- dirtree(main = "testing_casting") - covariates <- read_data(tree, "covariates") - expect_error(lag_covariates(covariates, 1, 1)) - expect_error(lag_covariates(covariates, "ok", FALSE)) - expect_error(lag_covariates(covariates, -1, FALSE)) - expect_error(lag_covariates(covariates, 1.5, FALSE)) - expect_error(lag_covariates(covariates, 1:2, FALSE)) - expect_error(lag_covariates(1, 1, FALSE)) - expect_silent(lagged <- lag_covariates(covariates, 6, FALSE)) - expect_silent(lagged2 <- lag_covariates(covariates, 6, TRUE)) - expect_silent(lagged3 <- lag_covariates(covariates, 0, FALSE)) - expect_silent(lagged4 <- lag_covariates(covariates, 0, TRUE)) - - expect_equal(nrow(lagged) < nrow(covariates), TRUE) - expect_equal(nrow(lagged2) == nrow(covariates), TRUE) - expect_equal(nrow(lagged3) == nrow(covariates), TRUE) - expect_equal(nrow(lagged4) == nrow(covariates), TRUE) -}) - -test_that("read_data", { - tree <- dirtree(main = "testing_casting") - expect_error(read_data(1, "all")) - expect_error(read_data(tree, c("all", "controls"))) - expect_error(read_data(tree, "ok")) - expect_error(read_data(tree, 1)) - expect_silent(all <- read_data(tree, "all")) - expect_is(all, "rodents") - expect_silent(controls <- read_data(tree, "controls")) - expect_is(controls, "rodents") - expect_silent(covariates <- read_data(tree, "covariates")) - expect_is(covariates , "covariates") - expect_silent(covariate_fcasts <- read_data(tree, "covariate_forecasts")) - expect_is(covariate_fcasts , "covariates") - expect_silent(moons <- read_data(tree, "moons")) - expect_is(moons, "moons") - expect_silent(metadata <- read_data(tree, "metadata")) - expect_is(metadata, "metadata") -}) - - -test_that("most_recent_census", { - expect_silent(cdate <- most_recent_census(tree)) - expect_is(cdate, "Date") - expect_error(most_recent_census(1)) -}) \ No newline at end of file diff --git a/tests/testthat/test-15-prefab_models.R b/tests/testthat/test-15-prefab_models.R new file mode 100644 index 000000000..82aad808b --- /dev/null +++ b/tests/testthat/test-15-prefab_models.R @@ -0,0 +1,141 @@ +context("Test prefab model functions") + +# forecast + +main = "./testing" + +test_that("AutoArima", { + skip_on_cran() # downloads and casting take too long to run on cran + fill_data(main = main) + keepers <- c("moon", "BA", "DM", "DO") + all <- read_rodents_table(main = main) + rest_cols <- which(colnames(all) %in% keepers) + all2 <- all[, rest_cols] + all2$BA <- 0 + all2$DO <- c(rep(0, nrow(all2) - 1), 1) + write.csv(all2, file_path(main = main, "data", "rodents_all.csv"), + row.names = FALSE) + + keepers <- c("moon", "DM") + controls <- read_rodents_table(main = main, "controls") + rest_cols <- which(colnames(controls) %in% keepers) + controls2 <- controls[, rest_cols] + write.csv(controls2, file_path(main = main, + "data", "rodents_controls.csv"), + row.names = FALSE) + expect_message(f_a <- AutoArima(main = main, + data_set = "All", quiet = FALSE)) + expect_message(f_c <- AutoArima(main = main, + data_set = "Controls", quiet = FALSE)) + expect_is(f_a, "list") + expect_is(f_c, "list") +}) + +test_that("NaiveArima", { + skip_on_cran() # downloads and casting take too long to run on cran + expect_message(f_c <- NaiveArima(main = "./testing", + data_set = "Controls", quiet = FALSE)) + expect_message(f_a <- NaiveArima(main = "./testing", + data_set = "All", quiet = FALSE)) + + expect_is(f_a, "list") + expect_is(f_c, "list") +}) + + + +test_that("ESSS", { + skip_on_cran() # downloads and casting take too long to run on cran + + keepers <- c("moon", "BA", "DM", "DO") + all <- read_rodents_table(main = main, "all_interp") + rest_cols <- which(colnames(all) %in% keepers) + all2 <- all[, rest_cols] + all2$BA <- 0 + all2$DO <- c(rep(0, nrow(all2) - 1), 1) + write.csv(all2, file_path(main = main, "data", "rodents_all_interp.csv"), + row.names = FALSE) + + keepers <- c("moon", "DM") + controls <- read_rodents_table(main = main, "controls_interp") + rest_cols <- which(colnames(controls) %in% keepers) + controls2 <- controls[, rest_cols] + write.csv(controls2, file_path(main = main, + "data", "rodents_controls_interp.csv"), + row.names = FALSE) + + + + expect_message(f_c <- ESSS(main = "./testing", + data_set = "Controls_interp", quiet = FALSE)) + expect_message(f_a <- ESSS(main = "./testing", + data_set = "All_interp", quiet = FALSE)) + + expect_is(f_a, "list") + expect_is(f_c, "list") +}) + + + +test_that("nbGARCH", { + skip_on_cran() # downloads and casting take too long to run on cran + expect_message(f_c <- nbGARCH(main = "./testing", + data_set = "Controls_interp", quiet = FALSE)) + expect_message(f_a <- nbGARCH(main = "./testing", + data_set = "All_interp", quiet = FALSE)) + + expect_is(f_a, "list") + expect_is(f_c, "list") +}) + +test_that("nbsGARCH", { + skip_on_cran() # downloads and casting take too long to run on cran + expect_message(f_c <- nbsGARCH(main = "./testing", + data_set = "Controls_interp", quiet = FALSE)) + expect_message(f_a <- nbsGARCH(main = "./testing", + data_set = "All_interp", quiet = FALSE)) + + expect_is(f_a, "list") + expect_is(f_c, "list") +}) + +test_that("pevGARCH", { + skip_on_cran() # downloads and casting take too long to run on cran + expect_message(f_c <- pevGARCH(main = "./testing", + data_set = "Controls_interp", quiet = FALSE)) + expect_message(f_a <- pevGARCH(main = "./testing", + data_set = "All_interp", quiet = FALSE)) + + expect_is(f_a, "list") + expect_is(f_c, "list") +}) + +test_that("pevGARCH", { + skip_on_cran() # downloads and casting take too long to run on cran + fill_data(main = "./testing", end_moon = 520) + + keepers <- c("moon", "BA", "DM", "DO") + all <- read_rodents_table(main = main, "all_interp") + rest_cols <- which(colnames(all) %in% keepers) + all2 <- all[, rest_cols] + all2$BA <- 0 + all2$DO <- c(rep(0, nrow(all2) - 1), 1) + write.csv(all2, file_path(main = main, "data", "rodents_all_interp.csv"), + row.names = FALSE) + + keepers <- c("moon", "DM") + controls <- read_rodents_table(main = main, "controls_interp") + rest_cols <- which(colnames(controls) %in% keepers) + controls2 <- controls[, rest_cols] + write.csv(controls2, file_path(main = main, + "data", "rodents_controls_interp.csv"), + row.names = FALSE) + + expect_message(f_a <- pevGARCH(main = "./testing", lag = 6, + data_set = "all_interp", quiet = FALSE)) + expect_message(f_c <- pevGARCH(main = "./testing", lag = 6, + data_set = "controls_interp", quiet = FALSE)) + + expect_is(f_a, "list") + expect_is(f_c, "list") +}) \ No newline at end of file diff --git a/tests/testthat/test-15-process_forecasts.R b/tests/testthat/test-15-process_forecasts.R deleted file mode 100644 index c450d24be..000000000 --- a/tests/testthat/test-15-process_forecasts.R +++ /dev/null @@ -1,233 +0,0 @@ -context("Test process_forecasts functions") - -fill_data(data_options(main = "testing_casting")) -tree <- dirtree(main = "testing_casting"); -all <- read_data(tree, "all"); -controls <-read_data(tree, "controls"); -metadata <- read_data(tree, "metadata"); -f_a <- AutoArima(tree, level = "All", quiet = FALSE); -f_c <- AutoArima(tree, level = "Controls", quiet = FALSE); -f_a2 <- ESSS(tree, level = "All", quiet = FALSE); -f_c2 <- ESSS(tree, level = "Controls", quiet = FALSE); -f_ax <- f_a -names(f_ax)[1] <- "ok" -f_cx <- f_c -names(f_cx)[1] <- "ok" -cast_date <- as.Date(metadata$forecast_date) - -test_that("save_forecast_output", { - expect_error(save_forecast_output(1, f_c, "AutoArima", tree)) - expect_error(save_forecast_output(f_a, 1, "AutoArima", tree)) - expect_error(save_forecast_output(f_a, f_c, 1, tree)) - expect_error(save_forecast_output(f_a, f_c, rep("AutoArima", 2), tree)) - expect_error(save_forecast_output(f_a, f_c, "AutoArima", 1)) - expect_error(save_forecast_output(f_ax, f_c, "AutoArima", tree)) - expect_error(save_forecast_output(f_a, f_cx, "AutoArima", tree)) - - expect_silent(save_forecast_output(f_a, f_c, "AutoArima", tree)) - expect_silent(save_forecast_output(f_a2, f_c2, "ESSS", tree)) -}) - -cast_opts1 <- cast_options(main = "testing_casting") - -test_that("combine_forecasts", { - expect_error(combine_forecasts(1)) - expect_message(comb_fcast1 <- combine_forecasts(cast_opts1)) - expect_is(comb_fcast1, "list") - expect_equal(names(comb_fcast1), c("forecasts", "all_model_aic")) -}) - -test_that("add_ensemble", { - expect_error(add_ensemble(1)) - expect_message(ensmb1 <- add_ensemble(cast_opts1)) - expect_is(ensmb1, "data.frame") - cast_opts3 <- cast_opts1 - cast_opts3$ensemble <- FALSE - expect_silent(ensmb3 <- add_ensemble(cast_opts3)) - expect_equal(ensmb3, NULL) -}) - -sub1 <- sub_paths(cast_opts1$tree, "predictions") -sub2 <- sub_paths(cast_opts1$tree, "PortalData") - -test_that("compile_aic_weights", { - expect_error(compile_aic_weights(1)) - expect_error(compile_aic_weights(c(sub1, sub1))) - expect_error(compile_aic_weights(sub2)) - expect_silent(weights <- compile_aic_weights(sub1)) - expect_is(weights, "data.frame") -}) - -test_that("make_ensemble", { - temp_dir <- sub_paths(cast_opts1$tree, "tmp") - pred_dir <- sub_paths(cast_opts1$tree, "predictions") - forecast_date <- cast_opts1$fdate - filename_suffix <- cast_opts1$cast_type - file_ptn <- paste(filename_suffix, ".csv", sep = "") - files <- list.files(temp_dir, pattern = file_ptn, full.names = TRUE) - cclass <- c("Date", "integer", "integer", "integer", "character", - "character", "character", "character", "numeric", - "numeric", "numeric", "integer", "integer", "integer") - fcasts <- do.call(rbind, - lapply(files, read.csv, na.strings = "", colClasses = cclass)) - expect_silent(ensemble <- make_ensemble(fcasts, sub1, 0.9)) - expect_is(ensemble, "data.frame") - expect_error(make_ensemble(fcasts, 1)) - expect_error(make_ensemble(fcasts, c(sub1, sub1))) - expect_error(make_ensemble(1, sub1)) - expect_error(make_ensemble(fcasts, sub1, "ok")) - expect_error(make_ensemble(fcasts, sub1, 1:2)) - expect_error(make_ensemble(fcasts, sub1, -1)) -}) - -test_that("read_cast", { - expect_silent(casts <- read_cast(cast_opts1$tree)) - expect_is(casts, "casts") - expect_silent(casts2 <- read_cast(cast_opts1$tree, cast_date = cast_date)) - expect_is(casts2, "casts") - expect_equal(casts, casts2) - expect_error(read_cast(1)) - expect_error(read_cast(cast_opts1$tree, cast_type = 1)) - expect_error(read_cast(cast_opts1$tree, cast_type = rep("forecasts", 2))) - expect_error(read_cast(cast_opts1$tree, cast_type = "ok")) - expect_error(read_cast(cast_opts1$tree, cast_date = rep(today(), 2))) - expect_error(read_cast(cast_opts1$tree, cast_date = "ok")) - expect_error(read_cast(cast_opts1$tree, cast_date = "2020-01-01")) -}) - -test_that("select_casts", { - casts <- read_cast(cast_opts1$tree) - expect_silent(cast <- select_casts(casts)) - expect_is(cast, "casts") - expect_silent(cast <- select_casts(casts, species = "total")) - expect_is(cast, "casts") - expect_silent(cast <- select_casts(casts, level = "All")) - expect_is(cast, "casts") - expect_silent(cast <- select_casts(casts, model = "Ensemble")) - expect_is(cast, "casts") - - metadata <- read_data(cast_opts1$tree, "metadata") - nmn <- metadata$rodent_forecast_newmoons - expect_silent(cast <- select_casts(casts, newmoonnumber = nmn)) - expect_is(cast, "casts") - - expect_error(select_casts(1)) - expect_error(select_casts(casts, species = 1)) - expect_error(select_casts(casts, species = "ok")) - expect_error(select_casts(casts, level = 1)) - expect_error(select_casts(casts, level = "ok")) - expect_error(select_casts(casts, model = 1)) - expect_error(select_casts(casts, newmoonnumber = -1)) - expect_error(select_casts(casts, newmoonnumber = 300.5)) - expect_error(select_casts(casts, newmoonnumber = "ok")) -}) - -test_that("most_recent_cast", { - expect_silent(cdat <- most_recent_cast(cast_opts1$tree)) - expect_is(cdat, "Date") - expect_error(most_recent_cast(1)) - expect_error(most_recent_cast(cast_opts1$tree, cast_type = 1)) - expect_error(most_recent_cast(cast_opts1$tree, - cast_type = rep("forecasts", 2))) - expect_error(most_recent_cast(cast_opts1$tree, cast_type = "ok")) - expect_error(most_recent_cast(cast_opts1$tree, with_census = "ok")) - expect_error(most_recent_cast(cast_opts1$tree, with_census = rep(TRUE, 2))) - expect_error(most_recent_cast()) -}) - -test_that("read_casts", { - expect_silent(casts <- read_casts(cast_opts1$tree)) - expect_is(casts, "casts") - expect_silent(casts2 <- read_casts(cast_opts1$tree, cast_dates = cast_date)) - expect_is(casts2, "casts") - expect_error(read_casts(1)) - expect_error(read_casts(cast_opts1$tree, cast_type = 1)) - expect_error(read_casts(cast_opts1$tree, cast_type = rep("forecasts", 2))) - expect_error(read_casts(cast_opts1$tree, cast_type = "ok")) - expect_error(read_casts(cast_opts1$tree, cast_dates = "ok")) -}) - -bad_cast1 <- read.csv("bad_cast1.csv", stringsAsFactors = FALSE) -bad_cast2 <- read.csv("bad_cast2.csv", stringsAsFactors = FALSE) - -test_that("verify_casts", { - expect_error(verify_cast(bad_cast1)) - expect_error(verify_cast(na_conformer(bad_cast2))) -}) - -test_that("cast_is_valid", { - expect_equal(cast_is_valid(bad_cast1), FALSE) - expect_output(expect_equal(cast_is_valid(bad_cast1, TRUE), FALSE)) - expect_equal(cast_is_valid(bad_cast2), FALSE) - expect_output(expect_equal(cast_is_valid(bad_cast2, TRUE), FALSE)) -}) - - -test_that("append_observed_to_cast", { - casts <- read_cast(cast_opts1$tree) - casts1 <- select_casts(casts, level = "Controls") - expect_silent(append_observed_to_cast(casts1, cast_opts1$tree)) - expect_error(append_observed_to_cast(casts, cast_opts1$tree)) - expect_error(append_observed_to_cast(casts, 1)) - expect_error(append_observed_to_cast(1, cast_opts1$tree)) - expect_error(append_observed_to_cast(casts, cast_opts1$tree, - add_error = 1)) - expect_error(append_observed_to_cast(casts, cast_opts1$tree, - add_error = rep(T,2))) - expect_error(append_observed_to_cast(casts, cast_opts1$tree, - add_in_window = 1)) - expect_error(append_observed_to_cast(casts, cast_opts1$tree, - add_in_window = rep(T,2))) - expect_error(append_observed_to_cast(casts, cast_opts1$tree, - add_lead = 1)) - expect_error(append_observed_to_cast(casts, cast_opts1$tree, - add_lead = rep(T,2))) -}) - -test_that("measure_cast_error", { - casts <- read_cast(cast_opts1$tree) %>% - select_casts(level = "Controls") %>% - append_observed_to_cast(cast_opts1$tree) - expect_silent(casttab <- measure_cast_error(casts)) - expect_error(measure_cast_error(1)) - expect_error(measure_cast_error(casts, 1.5)) - expect_error(measure_cast_error(casts, 1:2)) - expect_error(measure_cast_error(casts, "ok")) -}) - - - -test_that("select_most_ab_spp", { - expect_silent(spp <- select_most_ab_spp(tree = tree, cast_date = cast_date)) - expect_is(spp, "character") - expect_equal(length(spp), 3) - expect_silent(spp2 <- select_most_ab_spp(tree = tree, cast_date = NULL)) - expect_is(spp2, "character") - expect_equal(length(spp2), 3) - expect_equal(spp, spp2) - expect_error(select_most_ab_spp(topx = "ok", - tree = tree, cast_date = cast_date)) - expect_error(select_most_ab_spp(topx = 1:2, - tree = tree, cast_date = cast_date)) - expect_error(select_most_ab_spp(topx = 1.2, - tree = tree, cast_date = cast_date)) - expect_error(select_most_ab_spp(tree = 1)) - expect_error(select_most_ab_spp(tree = tree, species = 1)) - expect_error(select_most_ab_spp(tree = tree, species = "ok")) - expect_error(select_most_ab_spp(tree = tree, level = 1)) - expect_error(select_most_ab_spp(tree = tree, level = "ok" )) - expect_error(select_most_ab_spp(tree = tree, level = rep("All", 2))) - expect_error(select_most_ab_spp(tree = tree, cast_type = 1)) - expect_error(select_most_ab_spp(tree = tree, cast_type = "ok")) - expect_error( - select_most_ab_spp(tree = tree, cast_type = rep("forecasts", 2))) - expect_error(select_most_ab_spp(tree = tree, cast_date = 1)) - expect_error(select_most_ab_spp(tree = tree, cast_date = rep(cast_date, 2))) - expect_error(select_most_ab_spp(tree = tree, lead = 0)) - expect_error(select_most_ab_spp(tree = tree, lead = 1:2)) - expect_error(select_most_ab_spp(tree = tree, lead = 1.5)) - expect_error(select_most_ab_spp(tree = tree, from_date = 1)) - expect_error(select_most_ab_spp(tree = tree, from_date = rep(cast_date, 2))) - -}) - diff --git a/tests/testthat/test-16-process_casts.R b/tests/testthat/test-16-process_casts.R new file mode 100644 index 000000000..159e0d3ca --- /dev/null +++ b/tests/testthat/test-16-process_casts.R @@ -0,0 +1,8 @@ +context("Test process_casts functions") + +main <- "./testing" + +test_that("read_cast_tab", { + skip_on_cran() # downloads take too long for cran checks + expect_error(read_cast_tab(main = main, cast_id = 1e10)) +}) diff --git a/tests/testthat/test-16-utilities.R b/tests/testthat/test-16-utilities.R deleted file mode 100644 index 499ccb49e..000000000 --- a/tests/testthat/test-16-utilities.R +++ /dev/null @@ -1,80 +0,0 @@ -context("Test utilities functions") - -test_that("messageq", { - expect_silent(messageq("ok", TRUE)) - expect_message(messageq("ok")) - expect_message(messageq(c("ok", "_ok_"))) - expect_message(messageq(rep("ok", 2))) - expect_error(messageq("ok", 1)) - expect_error(messageq("ok", rep(TRUE, 2))) -}) - - -test_that("dataout", { - df <- data.frame(x = 1:10, y = 11:20) - dfo <- dataout(df, moons_options(save = FALSE)) - fp <- file_paths(dirtree(main = ""), "ok.csv") - fp1 <- gsub("ok.csv", "", fp) - fp2 <- paste0(fp1, "data") - dir.create(fp2) - options_list <- moons_options(tree = dirtree(main = ""), - filename = "ok.csv") - dfo2 <- dataout(df, options_list) - df <- classy(df, c("moons", "data.frame")) - expect_error(dataout(1, moons_options())) - expect_equal(dfo, df) - expect_equal(dfo2, df) - unlink(fp2, recursive = TRUE, force = TRUE) -}) - -test_that("append_csv", { - df <- data.frame(x = 1:10, y = 11:20) - expect_error(append_csv(10, "ok.csv")) - expect_error(append_csv(df, c("ok", "ok"))) - expect_error(append_csv(df, 10)) - expect_silent(append_csv(df, "ok.csv")) - unlink("ok.csv") -}) - -test_that("fcast0", { - expect_is(fcast0(1), "list") - expect_equal(length(fcast0(1)), 2) - expect_equal(length(fcast0(1)[[1]]), 1) - expect_equal(length(fcast0(10)[[1]]), 10) - expect_equal(nrow(fcast0(1)[[2]]), 1) - expect_equal(nrow(fcast0(10)[[2]]), 10) - expect_error(fcast0(1.5)) - expect_error(fcast0(1:10)) - expect_error(fcast0(1, c("ok", "ok"))) - expect_error(fcast0("ok")) - expect_error(fcast0(1, 1)) -}) - -test_that("today", { - expect_equal(today(), Sys.Date()) - expect_equal(round(today(time = TRUE), "secs"), round(Sys.time(), "secs")) -}) - -test_that("classy", { - expect_error(classy(1, 1)) - expect_is(classy(1, "character"), "character") - expect_is(classy(1, c("ok", "character")), c("character")) - expect_is(classy(1, c("ok", "character")), c("ok")) -}) - -test_that("remove_incompletes", { - df <- data.frame(ok = 1:10, not_ok = 11:20) - expect_error(remove_incompletes(1, "ok")) - expect_error(remove_incompletes(df, 1)) - expect_error(remove_incompletes(df, "ok2")) - expect_error(remove_incompletes(df, c("ok", "ok"))) - expect_is(remove_incompletes(df, "ok"), "data.frame") -}) - -test_that("na_conformer", { - expect_silent(nac <- na_conformer(NA)) - expect_equal(nac, "NA") - df <- data.frame(ok = NA) - expect_silent(na_conformer(df, "ok")) - expect_error(na_conformer(as.matrix(1))) -}) diff --git a/tests/testthat/test-17-AutoArima.R b/tests/testthat/test-17-AutoArima.R deleted file mode 100644 index 9a0562844..000000000 --- a/tests/testthat/test-17-AutoArima.R +++ /dev/null @@ -1,42 +0,0 @@ -context("Test AutoArima functions") - -tree <- dirtree(main = "testing_casting"); - -# this reduces the abundances to a single species for all model testing -# for the sake of speed -# we also dummy up two species, one with all 0s and one with all but 1 0 -# to facilitate edge case testing (only need to do that in one level tho) - -test_location <- "travis" - -if(test_location != "local"){ - keepers <- c("newmoonnumber", "BA", "DM", "DO") - all <- read_all(tree) - rest_cols <- which(colnames(all) %in% keepers) - all2 <- all[, rest_cols] - all2$BA <- 0 - all2$DO <- c(rep(0, nrow(all2) - 1), 1) - write.csv(all2, file_paths(tree, "data/all.csv"), row.names = FALSE) - - keepers <- c("newmoonnumber", "DM") - controls <- read_controls(tree) - rest_cols <- which(colnames(controls) %in% keepers) - controls2 <- controls[, rest_cols] - write.csv(controls2, file_paths(tree, "data/controls.csv"), - row.names = FALSE) -} - -test_that("AutoArima", { - expect_message(f_a <- AutoArima(tree, level = "All", quiet = FALSE)) - expect_message(f_c <- AutoArima(tree, level = "Controls", quiet = FALSE)) - expect_is(f_a, "list") - expect_is(f_c, "list") - expect_equal(names(f_a), c("forecast", "aic")) - expect_equal(names(f_c), c("forecast", "aic")) - expect_error(AutoArima(1, level = "Controls", quiet = FALSE)) - expect_error(AutoArima(tree, level = 1, quiet = FALSE)) - expect_error(AutoArima(tree, level = c("All", "Controls"), quiet = FALSE)) - expect_error(AutoArima(tree, level = "ok", quiet = FALSE)) - expect_error(AutoArima(tree, level = "Controls", quiet = 1)) -}) - diff --git a/tests/testthat/test-17-data_input_output.R b/tests/testthat/test-17-data_input_output.R new file mode 100644 index 000000000..cc32abf78 --- /dev/null +++ b/tests/testthat/test-17-data_input_output.R @@ -0,0 +1,59 @@ +context("Test data_input_output functions") + +test_that("dir_config", { + expect_error(read_directory_config()) +}) + +test_that("write_data", { + skip_on_cran() # downloads take too long for cran checks + expect_silent(controls <- read_data("./testing", "rodents", "controls")) + expect_message(write_data(controls, "./testing", save = TRUE, + filename = "rodents_controls.csv", + overwrite = FALSE)) +}) + +test_that("read_data", { + skip_on_cran() # downloads take too long for cran checks + expect_silent(all <- read_data("./testing", "rodents_table", "all")) + expect_is(all, "data.frame") + expect_silent(controls <- read_data("./testing", "rodents_table", + "controls")) + expect_is(controls, "data.frame") + expect_silent(controls <- read_data("./testing", "rodents", "controls")) + expect_is(controls, "list") + expect_silent(covariates <- read_data("./testing", "covariates")) + expect_is(covariates , "data.frame") + expect_silent(covariate_casts <- read_data("./testing", "covariate_casts")) + expect_is(covariate_casts , "data.frame") + expect_silent(moons <- read_data("./testing", "moons")) + expect_is(moons, "data.frame") + expect_silent(metadata <- read_data("./testing", "metadata")) + expect_is(metadata, "list") + +# wipe the files, then read again to do the prep backup + +unlink(list.files(data_path(main = "./testing"), full.names = TRUE)) + + expect_silent(moons <- read_moons("./testing")) + expect_is(moons, "data.frame") + + expect_silent(all <- read_data("./testing", "rodents_table", "all")) + expect_is(all, "data.frame") + expect_silent(controls <- read_data("./testing", "rodents_table", + "controls")) + expect_is(controls, "data.frame") + expect_silent(controls <- read_data("./testing", "rodents", "controls")) + expect_is(controls, "list") + expect_silent(covariates <- read_data("./testing", "covariates")) + expect_is(covariates , "data.frame") + expect_silent(covariate_casts <- read_data("./testing", + "covariate_casts")) + expect_is(covariate_casts , "data.frame") + + expect_silent(metadata <- read_data("./testing", "metadata")) + expect_is(metadata, "list") + + +}) + + diff --git a/tests/testthat/test-18-ESSS.R b/tests/testthat/test-18-ESSS.R deleted file mode 100644 index f2485d967..000000000 --- a/tests/testthat/test-18-ESSS.R +++ /dev/null @@ -1,17 +0,0 @@ -context("Test ESSS functions") - -tree <- dirtree(main = "testing_casting"); - -test_that("ESSS", { - expect_message(f_a <- ESSS(tree, level = "All", quiet = FALSE)) - expect_message(f_c <- ESSS(tree, level = "Controls", quiet = FALSE)) - expect_is(f_a, "list") - expect_is(f_c, "list") - expect_equal(names(f_a), c("forecast", "aic")) - expect_equal(names(f_c), c("forecast", "aic")) - expect_error(ESSS(1, level = "Controls", quiet = FALSE)) - expect_error(ESSS(tree, level = 1, quiet = FALSE)) - expect_error(ESSS(tree, level = c("All", "Controls"), quiet = FALSE)) - expect_error(ESSS(tree, level = "ok", quiet = FALSE)) - expect_error(ESSS(tree, level = "Controls", quiet = 1)) -}) \ No newline at end of file diff --git a/tests/testthat/test-18-utilities.R b/tests/testthat/test-18-utilities.R new file mode 100644 index 000000000..a31e49c15 --- /dev/null +++ b/tests/testthat/test-18-utilities.R @@ -0,0 +1,101 @@ +context("Test utility functions") + +test_that("named_null_list", { + expect_is(named_null_list(c("a", "b", "c")), "list") + expect_equal(length(named_null_list(c("a", "b", "c"))), 3) + +}) + +test_that("append_csv", { + df <- data.frame(x = 1:10, y = 11:20) + expect_silent(append_csv(df, "ok.csv")) + unlink("ok.csv") +}) + +test_that("clear_tmp", { + expect_equal(clear_tmp("", cleanup = FALSE), NULL) + expect_message(clear_tmp("")) + expect_message(clear_tmp("", verbose = TRUE)) +}) + +test_that("na_conformer", { + expect_equal(na_conformer(c("a", "b", NA, "c"))[3], "NA") + xx <- data.frame(w = "a", n = as.character(c("d", NA, "a", "b", "c")), + stringsAsFactors = FALSE) + expect_is(na_conformer(xx, "n"), "data.frame") + expect_equal(na_conformer(xx, "n")[2,2], "NA") +}) + + +test_that("foy", { + expect_is(foy(Sys.Date()), "numeric") +}) + + + + +test_that("combine_hist_and_cast", { + hist_tab <- data.frame(date = Sys.Date(), x = 1:10) + cast_tab <- data.frame(date = Sys.Date(), x = 101:110) + expect_is(combine_hist_and_cast(hist_tab, cast_tab, "hist"), "data.frame") + expect_is(combine_hist_and_cast(hist_tab, cast_tab, "cast"), "data.frame") + expect_error(combine_hist_and_cast(hist_tab, cast_tab, "c123")) +}) + +test_that("add_date_from_components", { + df <- data.frame(year = 2010, month = 2, day = 1:10) + expect_is(add_date_from_components(df), "data.frame") +}) + +test_that("error_if_deep", { + + expect_error(error_if_deep(-1e4)) + expect_equal(error_if_deep(0), NULL) +}) + +test_that("update_list", { + orig_list <- list(a = 1, b = 3, c = 4) + expect_is(update_list(orig_list), "list") + expect_is(update_list(orig_list, a = "a"), "list") + expect_is(update_list(orig_list, a = 10, b = NULL), "list") + expect_error(update_list("a")) +}) + +test_that("remove_incompletes", { + df <- data.frame(c1 = c(1:9, NA), c2 = 11:20) + expect_is(remove_incompletes(df, "c1"), "data.frame") +}) + + +test_that("ifnull", { + expect_equal(ifnull(NULL, 123), 123) + expect_equal(ifnull(TRUE, 123), TRUE) +}) + +test_that("ifna", { + expect_equal(ifna(NA, 123), 123) + expect_equal(ifna(FALSE, 123), FALSE) + expect_equal(ifna(NA, NA), NA) +}) + + +test_that("list_depth", { + expect_equal(list_depth("a"), 0) + expect_equal(list_depth(list("a")), 1) + expect_equal(list_depth(list()), 0) + expect_equal(list_depth(list(list("a"))), 2) +}) + +test_that("return_if_null", { + ff <- function(x = 1, null_return = "hello"){ + return_if_null(x, null_return) + x + } + expect_equal(ff(), 1) + expect_equal(ff(NULL), "hello") +}) + + +test_that("write_data", { + expect_error(write_data(list(1), filename = "123.rtrr")) +}) diff --git a/tests/testthat/test-19-clear_out.R b/tests/testthat/test-19-clear_out.R new file mode 100644 index 000000000..793975b85 --- /dev/null +++ b/tests/testthat/test-19-clear_out.R @@ -0,0 +1,9 @@ +context("Clear test casting directories") + +test_that("placehold", { + expect_equal(1, 1) +}) + +unlink(main_path(main = "./testing"), recursive = TRUE, force = TRUE) +unlink(main_path(main = "./sand"), recursive = TRUE, force = TRUE) +unlink(main_path(main = "./prod"), recursive = TRUE, force = TRUE) \ No newline at end of file diff --git a/tests/testthat/test-19-nbGARCH.R b/tests/testthat/test-19-nbGARCH.R deleted file mode 100644 index f9f262cec..000000000 --- a/tests/testthat/test-19-nbGARCH.R +++ /dev/null @@ -1,17 +0,0 @@ -context("Test nbGARCH functions") - -tree <- dirtree(main = "testing_casting") - -test_that("nbGARCH", { - expect_message(f_a <- nbGARCH(tree, level = "All", quiet = FALSE)) - expect_message(f_c <- nbGARCH(tree, level = "Controls", quiet = FALSE)) - expect_is(f_a, "list") - expect_is(f_c, "list") - expect_equal(names(f_a), c("forecast", "aic")) - expect_equal(names(f_c), c("forecast", "aic")) - expect_error(nbGARCH(1, level = "Controls", quiet = FALSE)) - expect_error(nbGARCH(tree, level = 1, quiet = FALSE)) - expect_error(nbGARCH(tree, level = c("All", "Controls"), quiet = FALSE)) - expect_error(nbGARCH(tree, level = "ok", quiet = FALSE)) - expect_error(nbGARCH(tree, level = "Controls", quiet = 1)) -}) \ No newline at end of file diff --git a/tests/testthat/test-20-nbsGARCH.R b/tests/testthat/test-20-nbsGARCH.R deleted file mode 100644 index 39862d332..000000000 --- a/tests/testthat/test-20-nbsGARCH.R +++ /dev/null @@ -1,17 +0,0 @@ -context("Test nbsGARCH functions") - -tree <- dirtree(main = "testing_casting") - -test_that("nbsGARCH", { - expect_message(f_a <- nbsGARCH(tree, level = "All", quiet = FALSE)) - expect_message(f_c <- nbsGARCH(tree, level = "Controls", quiet = FALSE)) - expect_is(f_a, "list") - expect_is(f_c, "list") - expect_equal(names(f_a), c("forecast", "aic")) - expect_equal(names(f_c), c("forecast", "aic")) - expect_error(nbsGARCH(1, level = "Controls", quiet = FALSE)) - expect_error(nbsGARCH(tree, level = 1, quiet = FALSE)) - expect_error(nbsGARCH(tree, level = c("All", "Controls"), quiet = FALSE)) - expect_error(nbsGARCH(tree, level = "ok", quiet = FALSE)) - expect_error(nbsGARCH(tree, level = "Controls", quiet = 1)) -}) \ No newline at end of file diff --git a/tests/testthat/test-21-pevGARCH.R b/tests/testthat/test-21-pevGARCH.R deleted file mode 100644 index d92a11cde..000000000 --- a/tests/testthat/test-21-pevGARCH.R +++ /dev/null @@ -1,22 +0,0 @@ -context("Test pevGARCH functions") - -tree <- dirtree(main = "testing_casting") - -test_that("pevGARCH", { - expect_message(f_a <- pevGARCH(tree, level = "All", lag = 6, quiet = FALSE)) - expect_message(f_c <- pevGARCH(tree, level = "Controls", lag = 6, - quiet = FALSE)) - expect_is(f_a, "list") - expect_is(f_c, "list") - expect_equal(names(f_a), c("forecast", "aic")) - expect_equal(names(f_c), c("forecast", "aic")) - expect_error(pevGARCH(1, level = "Controls", lag = 6,quiet = FALSE)) - expect_error(pevGARCH(tree, level = 1, lag = 6, quiet = FALSE)) - expect_error(pevGARCH(tree, level = c("All", "Controls"), lag = 6, - quiet = FALSE)) - expect_error(pevGARCH(tree, level = "ok", lag = 6, quiet = FALSE)) - expect_error(pevGARCH(tree, level = "Controls", lag = "ok", quiet = FALSE)) - expect_error(pevGARCH(tree, level = "Controls", lag = -1, quiet = FALSE)) - expect_error(pevGARCH(tree, level = "Controls", lag = 6:10, quiet = FALSE)) - expect_error(pevGARCH(tree, level = "Controls", lag = 6, quiet = 1)) -}) \ No newline at end of file diff --git a/tests/testthat/test-22-figures.R.R b/tests/testthat/test-22-figures.R.R deleted file mode 100644 index 4a36cafe2..000000000 --- a/tests/testthat/test-22-figures.R.R +++ /dev/null @@ -1,137 +0,0 @@ -context("Test figure functions") - -tree <- dirtree(main = "testing_casting"); -data_opts <- all_options(main = "testing_casting")$options_data -moons <- prep_moons(data_opts$moons) -rodents_opts <- data_opts$rodents -rodents_opts <- enforce_rodents_options(rodents_opts, "all") -prep_rodents(moons, rodents_opts) -rodents_opts <- enforce_rodents_options(rodents_opts, "controls") -prep_rodents(moons, rodents_opts) -metadata <- read_data(tree, "metadata") -cast_date <- as.Date(metadata$forecast_date) -cleanup_dir(all_options(main = "testing_casting", to_cleanup = "predictions")) -spath <- sub_paths(dirtree(main = "testing_casting", subs = "predictions")) -create_sub_dir(spath) -options_all3 <- all_options(main = "testing_casting", model = "AutoArima") -portalcast(options_all3) - -test_that("plot_cast_point", { - expect_silent(plot_cast_point(tree, cast_date = cast_date)) - expect_silent(plot_cast_point(tree)) - expect_error(plot_cast_point(1)) - expect_error(plot_cast_point(tree, species = 1)) - expect_error(plot_cast_point(tree, species = "ok")) - expect_error(plot_cast_point(tree, level = 1)) - expect_error(plot_cast_point(tree, level = "ok" )) - expect_error(plot_cast_point(tree, level = rep("All", 2))) - expect_error(plot_cast_point(tree, cast_type = 1)) - expect_error(plot_cast_point(tree, cast_type = "ok")) - expect_error(plot_cast_point(tree, cast_type = rep("forecasts", 2))) - expect_error(plot_cast_point(tree, cast_date = 1)) - expect_error(plot_cast_point(tree, cast_date = rep(cast_date, 2))) - expect_error(plot_cast_point(tree, lead = 0)) - expect_error(plot_cast_point(tree, lead = 1:2)) - expect_error(plot_cast_point(tree, lead = 1.5)) - expect_error(plot_cast_point(tree, from_date = 1)) - expect_error(plot_cast_point(tree, from_date = rep(cast_date, 2))) -}) - -test_that("plot_cast_point_yaxis", { - species = NULL - level = "Controls" - cast_type = "forecasts" - model = "Ensemble" - lead = 1 - - metadata <- read_data(tree, "metadata") - obs <- read_data(tree, tolower(level)) - newmoonnumber <- metadata$rodent_forecast_newmoons[lead] - pred <- read_cast(tree, cast_type = cast_type, cast_date = cast_date) %>% - select_casts(species = species, level = level, model = model, - newmoonnumber = newmoonnumber) - expect_silent(plot_cast_point_yaxis(tree = tree, species = pred$species)) - expect_error(plot_cast_point_yaxis(1)) - expect_error(plot_cast_point_yaxis(tree, "ok")) - expect_error(plot_cast_point_yaxis(tree, 1)) -}) - -test_that("plot_cast_ts", { - expect_silent(plot_cast_ts(tree, species = "total", cast_date = cast_date)) - expect_silent(plot_cast_ts(tree, species = "NA", cast_date = cast_date)) - - expect_error(plot_cast_ts(1)) - expect_error(plot_cast_ts(tree, species = 1)) - expect_error(plot_cast_ts(tree, species = "ok")) - expect_error(plot_cast_ts(tree, species = rep("total", 2))) - expect_error(plot_cast_ts(tree, level = 1)) - expect_error(plot_cast_ts(tree, level = "ok" )) - expect_error(plot_cast_ts(tree, level = rep("All", 2))) - expect_error(plot_cast_ts(tree, cast_type = 1)) - expect_error(plot_cast_ts(tree, cast_type = "ok")) - expect_error(plot_cast_ts(tree, cast_type = rep("forecasts", 2))) - expect_error(plot_cast_ts(tree, cast_date = 1)) - expect_error(plot_cast_ts(tree, cast_date = rep(cast_date, 2))) - expect_error(plot_cast_ts(tree, add_obs = 1)) - expect_error(plot_cast_ts(tree, add_obs = rep(TRUE, 2))) - expect_error(plot_cast_ts(tree, start_newmoon = 0)) - expect_error(plot_cast_ts(tree, start_newmoon = 1:2)) - expect_error(plot_cast_ts(tree, start_newmoon = 1.5)) -}) - -test_that("plot_cast_ts_xaxis", { - expect_silent(plot_cast_ts_xaxis(tree, c(300, 410))) - expect_error(plot_cast_ts_xaxis("ok", 1:2)) - expect_error(plot_cast_ts_xaxis(tree, rep("ok", 2))) - expect_error(plot_cast_ts_xaxis(tree, 1:3)) - expect_error(plot_cast_ts_xaxis(tree, c(300.1, 410))) -}) - -test_that("plot_cast_ts_ylab", { - expect_silent(ylab <- plot_cast_ts_ylab(tree, species = "total")) - expect_is(ylab, "list") - expect_equal(length(ylab), 2) - expect_equal(names(ylab), c("text", "font")) - expect_silent(ylab <- plot_cast_ts_ylab(tree, species = "BA")) - expect_is(ylab, "list") - expect_equal(length(ylab), 2) - expect_equal(names(ylab), c("text", "font")) - - expect_error(plot_cast_ts_ylab(1)) - expect_error(plot_cast_ts_ylab(tree, species = 1)) - expect_error(plot_cast_ts_ylab(tree, species = "ok")) - expect_error(plot_cast_ts_ylab(tree, species = rep("total", 2))) -}) - -test_that("plot_err_lead_spp_mods", { - expect_error(plot_err_lead_spp_mods(1)) - expect_error(plot_err_lead_spp_mods(tree, cast_type = 1)) - expect_error(plot_err_lead_spp_mods(tree, cast_type = "ok")) - expect_error(plot_err_lead_spp_mods(tree, cast_type = rep("forecasts", 2))) - expect_error(plot_err_lead_spp_mods(tree, species = 1)) - expect_error(plot_err_lead_spp_mods(tree, species = "ok")) - expect_error(plot_err_lead_spp_mods(tree, level = 1)) - expect_error(plot_err_lead_spp_mods(tree, level = "ok")) - expect_error(plot_err_lead_spp_mods(tree, level = rep("All", 2))) - expect_error(plot_err_lead_spp_mods(tree, ndates = 1.5)) - expect_error(plot_err_lead_spp_mods(tree, ndates = "ok")) - expect_error(plot_err_lead_spp_mods(tree, ndates = 1:5)) - expect_error(plot_err_lead_spp_mods(tree, models = 1)) -}) - -test_that("plot_cov_RMSE_mod_spp", { - expect_error(plot_cov_RMSE_mod_spp(1)) - expect_error(plot_cov_RMSE_mod_spp(tree, cast_type = 1)) - expect_error(plot_cov_RMSE_mod_spp(tree, cast_type = "ok")) - expect_error(plot_cov_RMSE_mod_spp(tree, cast_type = rep("forecasts", 2))) - expect_error(plot_cov_RMSE_mod_spp(tree, species = 1)) - expect_error(plot_cov_RMSE_mod_spp(tree, species = "ok")) - expect_error(plot_cov_RMSE_mod_spp(tree, level = 1)) - expect_error(plot_cov_RMSE_mod_spp(tree, level = "ok")) - expect_error(plot_cov_RMSE_mod_spp(tree, level = rep("All", 2))) - expect_error(plot_cov_RMSE_mod_spp(tree, min_observed = 1.5)) - expect_error(plot_cov_RMSE_mod_spp(tree, min_observed = "ok")) - expect_error(plot_cov_RMSE_mod_spp(tree, min_observed = 1:5)) - expect_error(plot_cov_RMSE_mod_spp(tree, cast_dates = 1)) - expect_error(plot_cov_RMSE_mod_spp(tree, models = 1)) -}) \ No newline at end of file diff --git a/vignettes/adding_a_model.Rmd b/vignettes/adding_a_model.Rmd deleted file mode 100644 index 6d0f57e61..000000000 --- a/vignettes/adding_a_model.Rmd +++ /dev/null @@ -1,226 +0,0 @@ ---- -title: "Adding a Model" -date: "`r format(Sys.time(), '%d %B, %Y')`" -author: "Juniper L. Simonis and Glenda M. Yenni" -output: rmarkdown::html_vignette -vignette: > - %\VignetteIndexEntry{adding_a_model} - %\VignetteEngine{knitr::rmarkdown} - %\VignetteEncoding{UTF-8} ---- - -```{r setup, include=FALSE} -knitr::opts_chunk$set( - collapse = TRUE, - comment = "#>" -) -``` - -The portalcasting package provides the ability to add functions both to a -local copy of the repository for testing as well as to contribute to the -base set of models provided within the package (and thus executed in the -main repository. - -For the purposes here, consider that you are interested in adding a model -named "newmod" to the forecasting suite. - -### Model input - -All of the information needed to make a new forecast can be found in the -`data/` subdirectory, including rodent and weather data files as well as -a `metadata.yaml` file that contains the metadata controls to make sure -the models match each other. - -### Model requirements - -In order to realize "newmod", you need to create an R script named -`newmod.R` and located within the `models/` subdirectory. - -Forecasts generated by each model are saved in the `tmp/` subdirectory -before being combined into a single file, used to build ensemble -forecasts, saved in the predictions directory, and (if integrated into -the Portal Predictions repository) archived. To facilitate integration, -your model must generate a table of forecasts with specific columns names, -saved to a file in `tmp/` that ends in `newmodforecasts.csv`. It must -also generate a table of AIC values, also with specific column names, saved -to a file in `tmp/` named `newmodforecasts_model_aic.csv.` - - -#### Columns of the `-forecasts.csv` file need to be: - -`date`: date on which the model was run. In the format `'YYYY-MM-DD'`. -(If hindcasting is done then the date will be a later date than `forecastyear` -or `forecastmonth`.) - -`forecastmonth`: the month of a prediction. - -`forecastyear`: the year of a prediction. - -`newmoonnumber`: the new moon ID of a prediction (new moon 1 is the first -sample on 1977-07-16). - -`currency`: the type of value being predicted. Valid values are: -`"abundance"`, `"richness"`, `"biomass"`, and `"energy"`, although only -`"abundance"` is currently implemented. - -`model`: the name of the model. - -`level`: the spatial level of the site being predicted. Valid values are: -`"All"`, `"Controls"`, `"FullExclosure"`, `"KratExclosure"`, and `"Plot1"`, -`"Plot2"`, through to `"Plot24"`, although only `"All"` and `"Controls"` -are currently implemented. - -`species`: the species being predicted. Valid values are all the rodent -species codes ("AH", "BA", "PB", "PH", "PI", "PP", "PX", "DM", "DO", "DX", -"DS", "NA", "OL", "OX", "OT", "PF", "PE", "PL", "PM", "RF", "RM", "RO", -"RX", "UR", "SF", "SH", "SO", "SX", "SS", "ST", "SA", "CS", "CV", "EO", -"SC", "SU", "UL", "AS", "AB", "CM", "CQ", "CB", "PC", "PU", "UP", "PG", -"US", "SB", "ZL") or "total" for the combined prediction of all species. - -`estimate`: the mean value of the prediction. - -`LowerPI`: the lower bound of the predicted 90% CI. - -`UpperPI`: the upper bound of the predicted 90% CI. - -`fit_start_newmoon`: the first newmoonnumber in the data used to make the -prediction. - -`fit_end_newmoon`: the last newmoonnumber in the data used to make the -prediction. - -`initial_newmoon`: the first newmoonnumber for which predictions are made -in the set. - -`currency`, `level`, and `species` are the three unique things by which -models will be compared with each other. That is, a model predicting -`level`: `"all"`, `currency`: `"abundance"`, `species`: `"AH"` will only -be compared against models making those same predictions. - -#### Columns of the `-forecasts_model_aic.csv` file need to be: - -`date`, `currency`, `model`, `level`, `species`, `fit_start_newmoon`, -`fit_end_newmoon`, and `initial_newmoon` as in the `-forecasts.csv` file. - -`aic`: [Akaike Information -Criterion](https://en.wikipedia.org/wiki/Akaike_information_criterion) value. - -### Adding models locally - -Firstly, set up a base local version of the Portal Predictions repository -via `setup_dir()`. - -Then, add your model script `newmod.R` to the `models/` subdirectory along -with the existing base model set added by `setup_dir()`. - -You can then execute the new model within the forecasting (or hindcasting) -pipeline as defined via `portalcast()`. To run only "newmod", use - -``` -portalcast(all_options(model = "newmod")) -``` -or, to run "newmod" in addition to the existing set of models, use -``` -portalcast(all_options(model = models(add = "newmod"))) -``` - -### Contributing models to the base set - -The prefabricated (base) set of models available for use within the -Portal Predictions pipeline is controlled through a few functions -that will need to be amended to add a new model. In addition to the -model requirements outlined above, inclusion in the base set via -portalcasting requires additional coding specifications be met to -ensure proper use by the package and pipeline. - -`fill_models()` fills the `models/` subdirectory with the R scripts -used to drive the model running via calls to `write_model()` for each -of the desired models. `fill_models()` is controlled by the options list -generated by `models_options()`, which includes an element named -`model` that needs to list the name of every model within the base set, -and which (by default) is generated by the `model_names()` function. So, to -update the default options lists, simply **add the name of the model to -the vector of model names returned by `model_names(set = "prefab")`**. - -Further, if your model requires covariates and uses a lag larger than 0 but -shorter than the current minimum non-0 lag (6 moons), you should **update the -`min_lag` argument default in `all_options()`, `data_options()`, and -`covariates_options()`**. - -`fill_models()` executes a series of functions (one for each model) -that are named as `_options` (*e.g.*, `AutoArima_options()`), -which define the specific options (`options_model` argument, generally -created by `model_options()`) required for the given model within the -`write_model()` function. Thus, to ensure the model script can be written, -you will need to **create a function called `newmod_options`**, which -functionally sets the inputs to `model_options()` for the specific model, -and **include newmod_options` in the `model_options.R` script within the -`R/` subdirectory of the portalcasting package folder** (likely a local -clone of the repository). Following covention for existing models, **add -the documentation for `newmod_options` to the general `model_options()` -documentation using the @rdname tag.** - -For each model, `write_model()` makes a call to the `model_template()` -function, which creates the associated text of the associated R script -based on the input options. For "newmod" to integrate into the pipeline, you -need to **write a function with the same name as your model** (`newmod` here). -Given current implementation, the simplest usage is to have -the model function with three arguments: [1]: `tree`, a directory tree object -created by `dirtree()`; [2] `level`, which should be able to toggle between -`"all"` and `"controls"`; and [3] `quiet` a logical value to notify internal -functions whether or not to output messages about model running. -For reference, see `AutoArima()`. - -To facilitate error catching and checking, there is a generalized function -named `check_args()` that will automatically check the arguments inputted -to a function to ensure validity. It is ***highly recommended*** that you -include a call to `check_args()` as the first line of `newmod()`. After that, -please add entries for `newmod` in the documentation of `check_arg()` for -all relevant arguments (`tree`, `level`, `quiet`, and perhaps `lag`) by -including `\code{\link{newmod}},` in the (alphabetical) function lists for -each argument. No edits are needed within the active code of `check_args()` -or `check_arg()` unless new arguments are being added. If that is the case, -new arguments ***must not*** clash with any existing argument names. - -Output from your model function will be put into `save_forecast_output()`, -which combines output from the `"all"` and `"controls"` forecasts based on the -assumption of a two-element list (`"forecast"` and `"aic"`) from each run of -the function. Thus, to work within the pipeline specifically, **your model -function needs to return a list with two elements corresponding to the output -requirements outline above**. Once completed, **the `newmod` function needs to -be included within the `R/` directory of the portalcasting repository**. -Following convention, **put the code for `newmod()` in a new script named -newmod.R`**. **Document the function using roxygen headers**. - -Add tests for your model's function to the `tests/testthat` folder. Following -convention, **add your tests to a new script named `test-XX-newmod.R`, where -`XX` is the number one fewer than the total number of scripts in the folder, -as the `figures.R` test should remain last. You can leverage the the fact that -the testing setup created a directory for test usage: - -``` -tree <- dirtree(main = "testing_casting") -``` -Note, however, that to facilitate speed of testing functions, the data set is -trimmed to a single species. If specific edge cases need to be tested, consider -writing isolated functions to catch those cases and then test them specifically -as unit tests. - -If your model function requires any external code, **additional libraries need -to be added to the DESCRIPTION file**. - -Having added the `newmod` and `newmod_options` functions to the package, -updated the existing functions (`model_names()` and, if necessary, -`all_options()`, `data_options()`, and `covariates_options()`), added entries -in the documentation of `clean_arg()` if `clean_args()` is being used, and -added dependencies, you should then **update the documentation using -`devtools::document()` and re-load the package using `devtools::load_all()`**. -Then, use the updated package to **verify that newmod is properly integrated -into the pipeline under default settings by running `setup_dir()` then -`portalcast()`**, which should execute cleanly. You should **then run -`cleanup_dir()` to remove the temporary files and folders from the repository**. - -Once the code has run successfully (including the integration of the output -from "newmod" into the ensemble) and the repository has been cleaned up, -**create a Pull Request to the portalcasting repository** - diff --git a/vignettes/adding_model_and_data.Rmd b/vignettes/adding_model_and_data.Rmd new file mode 100644 index 000000000..bdbcfc881 --- /dev/null +++ b/vignettes/adding_model_and_data.Rmd @@ -0,0 +1,265 @@ +--- +title: "Adding a Model and Data" +date: "`r format(Sys.time(), '%d %B, %Y')`" +author: "Juniper L. Simonis and Glenda M. Yenni" +output: rmarkdown::html_vignette +vignette: > + %\VignetteIndexEntry{adding_a_model} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r setup, include=FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + +## Overview + +The **portalcasting** package provides the ability to add functions both to a local copy of the repository for testing as well as to contribute to the base set of models provided within the package (and thus executed in the +main repository). Similarly, users may often want or need to analyze the data in a slightly different configuration than what is already available. Here, we walk through the steps to add user-defined models and data sets to the directory for local use or for integration within the production pipeline. + +For the purposes here, consider that you are interested in adding a model named "newmod" to the forecasting suite. While "newmod" can work on the existing data, you are are really interested in a slightly different configuration (perhaps only the long-term kangaroo rat exclosures) of the data you call "newdata". + +Here, we assume the user has already run through a basic installation, set up, and evaluation of the package, as covered in the [Getting Started](https://weecology.github.io/portalcasting/articles/howto.html) vignette. + +## Model requirements + +Unlike previous versions of **portalcasting**, starting with v0.9.0, there are very few formal requirements for the output of a model. Indeed, a model does not inherently need to produce any particular output to be valid and run. Rather, if the user desires the output to be archived with the other cast output, they must run the function `save_cast_output()` in their script, which requires that the `cast` argument be a list. If the list contains elements named `metadata`, `cast_tab`, `model_fits`, or `model_casts`, they are saved out (see `save_cast_output()`). + +## Set up the directory + +To allow for a more flexible environment, here we use the `setup_sandbox()` function to make and fill our directory, which we house at `"~/sandbox_1"`: + +```{r, eval=FALSE} +library(portalcasting) +main <- "~/sandbox_1" +setup_sandbox(main = main) +``` + +![The sandbox's main folder](imgs/sandbox_1_main.jpg){width=400px} + + +The standard, prefabricated ("prefab") models that come with the **portalcasting** package are automatically added to the directory's `models` sub folder. + + +![The sandbox's models prefab sub folder](imgs/sandbox_1_models.jpg){width=400px} + +Similarly, the standard, prefabricated ("prefab") data sets that come with the **portalcasting** package are automatically added to the directory's `data` sub folder. + + +![The sandbox's models prefab data folder](imgs/sandbox_1_data.jpg){width=400px} + + +The default model scripts take advantage of having main functions that contain the majority of the code, such as `AutoArima()`, which returns a `list` with output components that are passed into `save_cast_output`, which adds the results from the model run to the `casts` sub folder. + + +![AutoArima.R](imgs/sandbox_1_AutoArima.jpg){width=600px} + + +You do not need to use a model function like `AutoArima()` in your script, however. The pipeline will work with basically any code that will run in R. The whole script is run using `source()` and it is wrapped (within `cast()`) in a `tryCatch()` call, which softens any errors at the whole-script level. + +You may be interested in one or both of two levels of model/data-adding. At one level, you might be interested in just working "locally" (although maybe on a remote machine or server, just not *the* server that runs the production pipeline), perhaps to do some basic exploration, actively engage in research and development, or spin off another project using the same infrastructure. For the present vignette, we'll call that the "development space". At another level, you might be interested in adding to the stuff that's run as part of the existing main project's production pipeline (). Here, we'll call that the "production space". It's likely that you might use the "development space" on the way to the "production space" or that the "development space" is sufficient in and of itself for your needs. We'll detail adding models and data in each of these spaces in the subsequent sections. + +## Adding in a development space + +### Adding a model + +The **portalcasting** machinery allows any model with a script in the `models` sub-directory to be run just like the prefab model scripts. All that is required is for the user to save the script with the name and name the model explicitly in the `models` argument for `portalcast()`. + +![The sandbox's models sub folder with a new addition](imgs/sandbox_1_models_added.jpg){width=400px} + +Obviously, you'll need to add some code to the `newmod.R` script, but as stated above, the requirements are lax and the options broad. + +If you would like your output to be archived with the other cast output, your code must produce a `list` object and you must pass it to `save_cast_output()` in your script. If the list contains elements named `metadata`, `cast_tab`, `model_fits`, or `model_casts`, they are saved out. See `save_cast_output()` for processing specs and the models in `prefab_model_functions` for execution. + +As an example here, I have filled out the model script for newmod with a very basic model. It uses a linear regression with no autocorrelation and only analyzes the total rodent counts. The forecast is simply the linear model's prediction over the future moons. + +![A trivial newmod](imgs/sandbox_1_newmod.jpg){width=400px} + +As you can see, the model metadata contains a lot of key information used to fit the models, such as the forecast horizon (which for Portal may not necessarily be equal to the theoretical lead time, as some surveys are missed and there is a lag to entering data, so sometimes additional surveys need to be cast) + +### Adding a data set + +To add "newdata" to the available data set, it is important to recognize that the rodent preparation functions point directly to the [**portalr** `summarize_rodent_data` function](https://weecology.github.io/portalr/reference/summarize_rodent_data.html), which allows for flexible data customization. + +**portalcasting** turns the arguments in `summarize_rodent_data` into arguments in `rodent_control()`, which sets default values for most arguments, but does require an input for `name`, which names the data set, otherwise it will return `NULL`. Here, we create the data control list and call it `ndc`, allowing us to model the rodents found on the removal plots only. We can then create the data set to verify it looks like how we want by running the `prep_rodents()` function, which returns the data set to the console and saves it in the `data` sub-directory (Note that we **must** set `arg_checks = FALSE` to allow for the creation and use of the non-standard rodents data configuration.) + +```{r, eval=FALSE} +newdata_controls <- rodents_control(name = "newdata", level = "Treatment", treatment = "removal", arg_checks = FALSE) + +newdata <- prep_rodents(main = main, data_sets = "newdata", controls_rodents = newdata_controls, arg_checks = FALSE) +``` + +![The sandbox's models data folder with newdata added](imgs/sandbox_1_data_added.jpg){width=400px} + +Although `prep_rodents()` returns the data to the console, you might want to retrieve it later again (perhaps in a new R instance), for which `read_rodents()` is flexible enough: + + +```{r, eval=FALSE} +newdat <- read_rodents(main = main, data_set = "newdata") +``` + +### Running the model with the data + +To run the model with the pipeline, you then simply use `portalcast` with a few additional arguments to specify the model and data components. However, you will notice that there is no `data_sets` argument in `portalcast`... so how do you tell the function what data sets the models will need? Well, the function automatically grabs the data sets that are required by the models named in the `models` argument, so how do you tell the function what newmod needs? You do that by creating a model control list: + +```{r, eval=FALSE} +newmod_controls <- model_control(name = "newmod", data_sets = "newdata") +``` + +And then you can run the `portalcast` function with the arguments specified as needed: + +```{r, eval=FALSE} +portalcast(main = main, models = "newmod", controls_model = newmod_controls, controls_rodents = newdata_controls, arg_checks = FALSE) +``` + +To visualize the output, simply run `plot_cast_ts` and `plot_cast_point`: + +```{r, eval=FALSE} +plot_cast_ts(main = main) +``` + +![Prediction time series from a trivial newmod](imgs/sandbox_1_newmod_cast_ts.jpg){width=600px} + + +```{r, eval=FALSE} +plot_cast_point(main = main) +``` + +![Next-step-ahead prediction from a trivial newmod](imgs/sandbox_1_newmod_cast_point.jpg){width=600px} + +Reading the cast's predictions into the R console is done using `read_cast_tab`, which also defaults to the most recently generated output: + +```{r, eval=FALSE} +read_cast_tab(main = main) +``` + +To choose a non-default output, use `select_casts` to read in the cast metadata with any desired filters on `end_moon`, `model`, or `data_set` and then locate the `cast_id` of interest: + +```{r, eval=FALSE} +select_casts(main = main) +``` + + +### Checklist + +1. Create script for "newmod" at `~/sandbox_1/main/newmod.R` + + Fill script with model code +2. Create a model control list called `newmod_controls` using `model_control` +3. Add "newdata" + + Create a data control list called `newdata_controls` using `rodents_control` +4. Run model script using `portalcast` + + Include `models = "newmod"` to tell the function to use the new model + + Include `controls_models = newmod_controls` to tell the function what the model needs + + Include `controls_rodents = newdata_controls` to tell the function how to configure the new data set + + Include `arg_checks = FALSE` to allow the function to use non-standard inputs + +## Adding in a production space + +Once you've worked out all of the kinks in your model and are interested in adding it to the prefabricated (prefab) set, some additional steps will be required. + +First create a branch from the master branch on the **portalcasting** [GitHub repo](https://github.com/weecology/portalcasting). This allows you to work within the package environment. + +### Adding a model + +Moving your model to the production pipeline requires encapsulating that code within a function (with the same name as the model, so here `newmod()`), similar to how the other prefab models are (for example `AutoArima()`). Notably, each function works on a single data set (for example "all" or "controls") at a time. Models that work on multiple data sets (such as `AutoArima()` on both "all" and "controls") have that indicated in their control lists. + +The prefab model functions have a shared set of arguments and documentation, highlighting their similarity in structure. + +Each function takes the following arguments: + * `main` (points to the directory) + * `data_set` (indicates which version of the data a particular run of the model will cover) + * `control_files` (is a control list with file names) + * `quiet` and `verbose` (deal with message printing) + * `arg_checks` (handles argument checking) +and if the model uses covariates, it will also take: + * `lag` (indicates the number of steps for lagging the covariates) + +Each function also returns a list with elements named `metadata`, `cast_tab`, `model_fits`, and `model_casts`, as was discussed earlier. This is more important here, as each prefab model has its output automatically saved using `save_cast_output()`. + +Based off of the other prefab models, here is an example of how to encapsulate `newmod()`: + +![Adding to the args options](imgs/sandbox_1_newmod_function.jpg){width=400px} + +Once you have the model encapsulated in a function, add that function to the `prefab_model_functions` object within `prefab_models.R` script and add the relevant text to the documentation. + +You then need to permanently add the controls for the model (the control list called `newmod_controls`) into the (non-exported) function `prefab_model_controls`, which is at the top of the `prepare_models.R` script. This function houses the controls for models that are loaded by default and is also used to extract the names of the models. + +![newmod added to the prefab model controls](imgs/sandbox_1_newmod_to_prefab.jpg){width=400px} + + +### Adding a data set + +Similarly to with adding the model, you then need to permanently add the controls for the data (the control list called `newdata_controls`) into the (non-exported) function `prefab_rodents_controls`, which is at the top of the `prepare_rodents.R` script. This function houses the controls for data sets that are loaded by default and is also used to extract the names of the data sets. + +![newdata added to the prefab data controls](imgs/sandbox_1_newdata_to_prefab.jpg){width=400px} + +Notably here, as mentioned earlier, the input for `treatment` (`"removal"`) was not previously allowed (so you needed to set `arg_checks = FALSE`). To permanently allow it, you'll need to add it to the available treatment options within the `check_arg_list()` function in the `args.R` script. This is true of any level that needs to be added to the available options. + +![Adding to the args options](imgs/sandbox_1_add_to_args.jpg){width=400px} + + +### Running the model with the data set + +Running the model is now then nearly as easy as using `portalcast()` with base arguments. First make sure you can build the package: + +```{r, eval=FALSE} +devtools::load_all() +``` + +Then, verify that the proper version of the model scripts are in the `models` subdirectory: + +```{r, eval=FALSE} +fill_models(main = main) +``` + +This will create the `newmod.R` script akin to the other prefab models. + +And either run newmod by itself + +```{r, eval=FALSE} +portalcast(main = main, models = "newmod") +``` + +or with all of the other models + +```{r, eval=FALSE} +portalcast(main = main) +``` + +Model output can then be read in, visualized, and processed as before with the hand-done script. + +### Verification + +Having added your code to the package, it is imperative that you add unit tests for the model to the tests in the package already (within the package, in the `tests/testthat/test-15-prefab_models.R` script). Tests should be added for each of the data sets used. + +![Adding to the tests](imgs/sandbox_1_newmod_test.jpg){width=400px} + +Note that because of the length of time taken downloading data and running models, the majority of tests are not implemented on CRAN, which should be followed here, as none of the necessary components will be available for use. Because newmod only applies to the total rodent counts, there was no need to thin the data set, but models that apply across all of the species and the total can take a long time to run. Presently, we therefore thin the controls, all, controls_interp, and all_interp data sets for use. It is highly recommended that you do this for additional data sets you add, and the code implemented within that testing script provides working examples. + +With the tests added, you should then verify that the package will still pass through the following set of calls to package-building functions in **devtools**: + +```{r, eval=FALSE} +devtools::document() +devtools::check() +devtools::test() +``` + +Once you are all ready to go, submit the code on your branch as a [pull request](https://github.com/weecology/portalcasting/pulls) and tag @juniperlsimonis. + +### Checklist + +1. Create a branch from the master on the [GitHub repo](https://github.com/weecology/portalcasting) +2. Turn the script for "newmod" into a function called `newmod` +3. Add that function to the `prefab_model_functions` object in the `prefab_models.R` script + + Be sure to include the model in the documentation +4. Put the `newmod_controls` list into the `prefab_model_controls` in the `prepare_models.R` script +5. Put the `newdata_controls` list into the `prefab_rodents_controls` in the `prepare_rodents.R` script +6. Add tests +7. Run tests and checks +8. Submit the code as a on GitHub + + diff --git a/vignettes/codebase.Rmd b/vignettes/codebase.Rmd index f174beaa2..e66c2e1ee 100644 --- a/vignettes/codebase.Rmd +++ b/vignettes/codebase.Rmd @@ -1,5 +1,5 @@ --- -title: "portalcasting Codebase" +title: "portalcasting" output: rmarkdown::html_vignette author: "Juniper L. Simonis" date: "`r format(Sys.time(), '%d %B, %Y')`" @@ -22,173 +22,117 @@ vers <- packageVersion("portalcasting") today <- Sys.Date() ``` -This vignette outlines the codebase for the **portalcasting** package -(v`r vers`), which underlies the automated iterative forecasting within the -[Portal Predictions repo](https://github.com/weecology/portalPredictions). +This vignette outlines the codebase and functionality of the **portalcasting** package (v`r vers`), which underlies the automated iterative forecasting within the [Portal Predictions production pipeline](https://github.com/weecology/portalPredictions). **portalcasting** has utilities for setting up local versions of the pipeline for developing and testing new models, which are covered in detail in other vignettes. -### Installation +## Installation -To obtain the most recent version of **portalcasting**, install the most recent -version from GitHub: +To install the most recent version of **portalcasting** from GitHub: ```{r, eval=FALSE} install.packages("devtools") devtools::install_github("weecology/portalcasting") ``` +## Directory Structure -### Function pipeline - -The package organizes the main actions into a set of hierarchical functions -`setup_dir()` (which creates and fills the directory), `portalcast()` (which -conducts forecasting or hindcasting as requested), and `cleanup_dir()` -(which removes temporary folders). The functions are designed to operate -out-of-the-box with no need to alter arguments for operation, in particular -within the context of the Portal Predictions repo. However, the functions -are flexible, as detailed in Options List. - -* `setup_dir()` - * `create_dir()` - * `create_main_dir()` - * `create_sub_dirs()` - * `create_sub_dir()` - * `fill_dir()` - * `fill_PortalData()` - * `fill_data()` - * `transfer_hist_covariate_forecasts()` - * `transfer_trapping_table()` - * `prep_moons()` - * `add_future_moons(options_moons)` - * `append_past_moons_to_raw(options_moons)` - * `format_moons()` - * `prep_rodents_list()` - * `prep_rodents()` - * `prep_covariates()` - * `prep_hist_covariates()` - * `prep_fcast_covariates()` - * `forecast_covariates()` - * `trim_moons_fcast()` - * `forecast_weather()` - * `forecast_ndvi()` - * `append_cov_fcast_csv()` - * `prep_metadata()` - * `fill_predictions()` - * `download_predictions()` - * `fill_models()` - * `write_model()` - * `model_template()` - -* `portalcast()` - * `clear_tmp()` - * `verify_models()` - * `prep_data()` - * if needed, `fill_data()` - * `casts()` - * `cast()` - * `check_to_skip()` - * `cast_models()` - * `models_to_cast()` - * `combine_forecasts()` - * `add_ensemble()` - * `make_ensemble()` - * `clear_tmp()` - * `step_casts()` - * `step_hind_forward()` - * `update_data()` - * `prep_moons()` - * `add_future_moons(options_moons)` - * `append_past_moons_to_raw(options_moons)` - * `format_moons()` - * `update_rodents_list()` - * `update_covariates()` - * `prep_fcast_covariates()` - * `forecast_covariates()` - * `trim_moons_fcast()` - * `forecast_weather()` - * `forecast_ndvi()` - * `append_cov_fcast_csv()` - * `prep_metadata()` - * `cast()` - * `check_to_skip()` - * `cast_models()` - * `models_to_cast()` - * `combine_forecasts()` - * `add_ensemble()` - * `make_ensemble()` - * `clear_tmp()` - -* `cleanup_dir()` - -### Directory Tree - -The package uses a simple directory tree to organize the project. There are -three levels to the hierarchy: - -* `base`: existing folder where the project folder will be housed - * `main`: project folder encompassing all subfolders - * `subs`: specific sub-folders for the project +The package uses a directory tree with two levels to organize the project: + +* `main`: project folder encompassing all subfolders +* `subs`: specific subfolders that organize the project files -The tree is housed in a simple list, created by the `dirtree()` function, which -allows for the renaming of the folders at all levels, although it is only -advisable to alter the `base` or `main` levels, as many functions require -specifically-named subdirectories. - -The full-path components of the tree can be generated from the simple -list using `main_path()` and `sub_paths()`. In addition, `model_paths()` -can be used to find a specific model's (or models') full path(s) -and `file_paths()` can be used to find the full path of any file(s) within -the directory. - -### Options List - -The options list is a hierarchical list containing a suite of inter-linked -options controlling the structure, content, and usage of the directory. - -* `options_all`: created by `all_options()` - * `options_dir`: created by `dir_options()` - * `options_PortalData`: created by `PortalData_options()` - * `options_data`: created by `data_options()` - * `moons`: created by `moons_options()` - * `rodents`: created by `rodents_options()` - * `covariates`: created by `covariates_options()` - * `metadata`: created by `metadata_options()` - * additionally includes `cast_type`, `quiet`, and `tree` options - * `options_predictions`: created by `predictions_options()` - * `options_models`: created by `models_options()` - * `options_casts`: created by `casts_options()` - -In addition, model-specific scripts (housed within `models/`) are generated -using options lists, based on the `model_options()` template (not to be -confused with `models_options()`). - -### Figures - -There are currently four main figure functions, each of which involves -some level of data and forecast processing. The default settings for each -function are designed to produce the figures on the [Portal Predictions -site](http://portal.naturecast.org/), but are flexible to allow for a -wider range of options. - -* `plot_cast_ts()` - * `most_recent_cast_date()` - * `read_data()` - * `read_cast()` - * `select_casts()` - * `plot_cast_ts_xaxis()` - * `plot_cast_ts_ylab()` -* `plot_cast_point()` - * `most_recent_cast_date()` - * `most_recent_census()` - * `read_data()` - * `read_cast()` - * `select_casts()` - * `plot_cast_point_yaxis()` -* `plot_err_lead_spp_mods()` - * `read_casts()` - * `select_casts()` - * `append_observed_to_cast()` -* `plot_cov_RMSE_mod_spp()` - * `read_casts()` - * `select_casts()` - * `append_observed_to_cast()` - * `measure_cast_error()` +structured as + +``` +main +│ +└──tmp +│ +└──raw +│ +└──models +│ +└──data +│ +└──casts +│ +└──dir_config.yaml +``` + +(**Note**: Previous versions of **portalcasting** had an explicitly named `base` level more basal than `main`, but that has been removed as of v0.9.0 due to its redundancy. To group the project subfolders into a multi-leveled folder, simply add structure to the `main` input, such as `main = "~/project_folder"`.) + +## Instantiating a Directory + +Setting up a fully functional directory for a production or sandbox pipeline consists of two steps: creating (instantiating folders that are missing) and filling (adding files to the folders). These steps can be executed separately or in combination via a general `setup_dir` function or via specialized versions of `setup_dir`: `setup_sandbox` (for creating a pipeline with defaults to facilitate sandboxing) and `setup_production` (for creating a production pipeline). These functions are general and flexible, allowing for customization through a variety of arguments, but are designed to work well under default settings. + +### Creating + +The directory is established using `create_dir`, which takes `main` as an argument and in sequence creates each of the levels' folders if they do not already exist. This occurs through calls to `create_main` and `create_subs`. A typical user is likely to want to change the `main` input (to locate the forecasting directory where they would like it), but general users should not alter the `subs` structure, and so that option is not available through the `create` functions. + +`create_dir` also initializes the `dir_config.yaml` file, which is held within `main` and contains metadata about the directory setting up process. + +### Filling + +The directory is filled (loaded with files for forecasting) using a series of subdirectory-specific functions that are combined in the overall `fill_dir` function: + +* `fill_raw` downloads each of the raw components for the directory, which presently include the source data and previous forecasts' archive. Upon completion of the downloads, `fill_raw` updates `dir_config.yaml` with download versions. +* `fill_casts` moves the existing model output files from the `raw` subdirectory to the `casts` subdirectory. +* `fill_models` writes the model scripts into the `models` subdirectory. +* `fill_data` prepares the forecasting data files from the raw downloaded data files and moves them into the `data` subdirectory. + * `prep_moons` prepares and formats the temporal (lunar) data from the raw data. + * `prep_rodents` prepares multiple structures of the rodents data for analyses from the raw data. + * `prep_covariates` downloads and forecasts covariates data. + * `prep_metadata` creates and saves out a YAML metadata list for the forecasting. + +Each of these components can be run individually, as well. In particular, `fill_data` is used to set up the complete set of data for a given model run, and to reset the data to the most up-to-date version after model completion. + +## Running models + +Models are run using a function pipeline similar to the creation and filling function pipelines, with flexible controls through a variety of arguments, but robust operation under default settings. + +* `portalcast` is the overarching function that controls casting of the Portal data + * `verify_models` ensures that all of the models requested have scripts present in the `models` subdirectory. + * `verify_raw_data` ensures that the base Portal data are present in the `raw` subdirectory + * `extract_min_lag` determines the minimum non-0 lag used with covariate data across the models, for input into `prep_data` + * `read_moons` brings the lunar data in to the function and `last_newmoon` determines the most recently passed newmoon, which is used to set the forecast origin (`end_moons`, note that here the plural in `end_moons` indicates that multiple forecast origins can be input to `portalcast`) if it wasn't set by the user. + * For each `end_moons` value, `portalcast` runs: + * `fill_data` which ensures that the data files in the `data` subdirectory are up-to-date for the specifics requested. + * `cast` runs ("casts") each of the requested models for the data + * `clear_tmp` clears the files in the `tmp` folder. + * `models_to_cast` collects the file paths to the scripts in the `models` subdirectory, which are then run using `source`. + * `clear_tmp` clears the files in the `tmp` folder. + + + +## Utilities + +To facilitate tidy and easy-to-follow code, we introduce a few important utility functions, which are put to use throughout the codebase. + +### File paths + +Given the reliance of files located in a variety of subdirectories that could be operating on multiple platforms, we constructed some simple functions for managing and point to particular folders or files. + +* `file_ext` determines the file extension, based on the separating character (`sep_char`), which facilitates use with generalized URL APIs +* `path_no_ext` provides extension-removing services. +* `main_path`, `sub_path`, and `file_path` all provide normalized paths to the named components. + +### Data IO + +**portalcasting** has a generalized `read_data` function that allows for toggling among `read_rodents`, `read_rodents_table`, `read_covariates`, `read_covariate_casts`, `read_moons`, and `read_metadata`, which each have specific loading procedures in place and, in the case that the requested file does not exist, an attempt is made (through the corresponding `prep_` function) to create the data file. Similar to the `read_data` functions, `read_casts` provides a simple user interface for reading the cast files into the R session. + +For saving out, `write_data` provides a simple means for interfacing with potentially pre-existing data files, with logical inputs for saving generally and overwriting a pre-existing file specifically, and flexible file naming. The type of data saved out is currently restricted to `.csv` and `.yaml`, which is extracted from the filename given. + +The directory configuration file is a special file, and has its own IO functions separate from the rest: `write_directory_config` creates the file (from within `create_dir`, `update_directory_config` adds downloads information (from inside `fill_raw`) `read_directory_config` brings the information from the file into the R session. + +### Argument checking + +**portalcasting** provides tidy and toggle-able argument checking via `check_arg`, `check_args`, and `check_arg_list`. They check the validity of inputted values for arguments, variably (depending on the argument) including the class, length, and values. It extracts the boolean checking code that would normally be within each function, placing it instead within `check_arg` which is called for each argument by `check_args`. + +A key aspect to the **portalcasting** pipeline's ability to connect pieces is tied directly to argument checking: argument names should not be re-used in different functions unless they are for the same type of object with the same value options. + +Some base **portalcasting** utilities cannot use `check_args` however, and so have their own specific internal checking. For example, `list_depth`'s recursive nature prevents its use, and `check_arg` cannot use `check_args` itself. + +`check_args` provides important backstopping and error checking of a standard **portalcasting** production pipeline. However, it is likely that a user in development spaces (a.k.a. sandboxes) would like to deviate from the standard behavior to leverage, for example, the ability to construct novel rodent data sets. To that end, we include an argument `arg_checks` that is in nearly every function throughout the codebase, which flips a switch and turns off the vast majority of the **portalcasting**-generated errors. In this space, the user will be able to create a much broader array of directory components and actions, but will likely be first informed of errors through more base (and thus obtuse) functions. To that end, in default sandboxing mode, we set `arg_checks = FALSE` (minimal checking from **portalcasting**) and `verbose = TRUE` (maximum feedback from underlying functions). + +### `messageq` + +`messageq` provides a simple wrapper on `message` that also has a logical input for quieting. This helps switch messaging off as desired while localizing the actual boolean operator code to one spot. diff --git a/vignettes/current_models.Rmd b/vignettes/current_models.Rmd new file mode 100644 index 000000000..2b65cd776 --- /dev/null +++ b/vignettes/current_models.Rmd @@ -0,0 +1,82 @@ +--- +title: "Current Models" +date: "`r format(Sys.time(), '%d %B, %Y')`" +author: "Juniper L. Simonis" +output: rmarkdown::html_vignette +bibliography: refs.bibtex +vignette: > + %\VignetteIndexEntry{models} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r setup, include=FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + + +We currently analyze and forecast rodent data at Portal using six models: ESSS, AutoArima, NaiveArima, nbGARCH, nbsGARCH, and pevGARCH [@PortalPredictions]. Each model has a function with its name (*e.g.*, `ESSS()`) which is called from an associated R script in the `models` subdirectory with its name (*e.g.*, `ESSS.R`) + +### ESSS + +ESSS (Exponential Smoothing State Space) is a flexible exponential smoothing state space model [@Hyndman2008] fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The model is selected and fitted using the `ets` and `forecast` functions in the **forecast** package [@Hyndman2017] with the `allow.multiplicative.trend` argument set to `TRUE` within the `ESSS()` function. Models fit using `ets` implement what is known as the "innovations" approach to state space modeling, which assumes a single source of noise that is equivalent for the process and observation errors [@Hyndman2008]. + +In general, ESSS models are defined according to three model structure parameters: error type, trend type, and seasonality type [@Hyndman2008]. Each of the parameters can be an N (none), A (additive), or M (multiplicative) state [@Hyndman2008]. However, because of the difference in period between seasonality and sampling of the Portal rodents combined with the hard-coded single period of the `ets` function, we could not include the seasonal components to the ESSS model. ESSS is fit flexibly, such that the model parameters can vary from fit to fit. + +### AutoArima + +AutoArima (Automatic Auto-Regressive Integrated Moving Average) is a flexible Auto-Regressive Integrated Moving Average (ARIMA) model fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The model is selected and fitted using the `auto.arima` and `forecast` functions in the **forecast** package [@Hyndman2013; @Hyndman2017] within the `AutoArima()` function. + +Generally, ARIMA models are defined according to three model structure parameters: the number of autoregressive terms (p), the degree of differencing (d), and the order of the moving average (q), and are represented as ARIMA(p, d, q) [@Box1970]. While the `auto.arima` function allows for seasonal models, the seasonality is hard-coded to be on the same period as the sampling, which is not the case for the Portal rodent surveys. As a result, no seasonal models were evaluated. AutoArima is fit flexibly, such that the model parameters can vary from fit to fit. + +### NaiveArima + +NaiveArima (Naive Auto-Regressive Integrated Moving Average) is a fixed Auto-Regressive Integrated Moving Average (ARIMA) model of order (0,1,0) fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The model is selected and fitted using the `Arima` and `forecast` functions in the **forecast** package [@Hyndman2013; @Hyndman2017] within the `AutoArima()` function. + + +### nbGARCH + +nbGARCH (Negative Binomial Auto-Regressive Conditional Heteroskedasticity) is a generalized autoregressive conditional heteroskedasticity (GARCH) model with overdispersion (*i.e.*, a negative binomial response) fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The model for each species and the community total is selected and fitted using the `tsglm` function in the **tscount** package [@Liboschik2017a] within the `nbGARCH()` function. + +GARCH models are generalized ARMA models and are defined according to their link function, response distribution, and two model structure parameters: the number of autoregressive terms (p) and the order of the moving average (q), and are represented as GARCH(p, q) [@Liboschik2017a]. The nbGARCH model is fit using the log link and a negative binomial response (modeled as an over-dispersed Poisson), as well as with p = 1 (first-order autoregression) +and q = 12 (approximately yearly moving average). + +The `tsglm` function in the **tscount** package [@Liboschik2017a] uses a (conditional) quasi-likelihood based approach to inference and models the overdispersion as an additional parameter in a two-step approach. This two-stage approach has only been minimally evaluated, although preliminary simulation-based studies are promising [@Liboschik2017b]. + +### nbsGARCH + +nbsGARCH (Negative Binomial Seasonal Auto-Regressive Conditional Heteroskedasticity) is a generalized autoregressive conditional heteroskedasticity (GARCH) model with overdispersion (*i.e.*, a negative binomial response) with seasonal predictors modeled using two Fourier series terms (sin and cos of the fraction of the year) fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The model for each species and the community total is selected and fitted using the `tsglm` function in the **tscount** package [@Liboschik2017a] within the `nbsGARCH()` function. + +GARCH models are generalized ARMA models and are defined according to their link function, response distribution, and two model structure parameters: the number of autoregressive terms (p) and the order of the moving average (q), and are represented as GARCH(p, q) [@Liboschik2017a]. The nbsGARCH model is fit using the log link and a negative binomial response (modeled as an over-dispersed Poisson), as well as with p = 1 (first-order autoregression) and q = 12 (approximately yearly moving average). + +The `tsglm` function in the **tscount** package [@Liboschik2017a] uses a (conditional) quasi-likelihood based approach to inference and models the overdispersion as an additional parameter in a two-step approach. This two-stage approach has only been minimally evaluated, although preliminary simulation-based studies are promising [@Liboschik2017b]. + + +### pevGARCH + +pevGARCH (Poisson Environmental Variable Auto-Regressive Conditional Heteroskedasticity) is a generalized autoregressive conditional heteroskedasticity (GARCH) model fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The response variable is Poisson, and a variety of environmental variables are considered as covariates. The model for each species is selected and fitted using the `tsglm` function in the **tscount** package [@Liboschik2017a] within the `pevGARCH()` function. + +GARCH models are generalized ARMA models and are defined according to their link function, response distribution, and two model structure parameters: the number of autoregressive terms (p) and the order of the moving average (q), and are represented as GARCH(p, q) [@Liboschik2017a]. The pevGARCH model is fit using the log link and a Poisson response, as well as with p = 1 (first-order autoregression) and q = 12 (yearly moving average). The +environmental variables potentially included in the model are min, mean, and max temperatures, precipitation, and NDVI. + +The `tsglm` function in the **tscount** package [@Liboschik2017a] uses a (conditional) quasi-likelihood based approach to inference. This approach has only been minimally evaluated for models with covariates, although preliminary simulation-based studies are promising [@Liboschik2017b]. + +Each species is fit using the following (nonexhaustive) sets of the environmental covariates: + * max temp, mean temp, precipitation, NDVI + * max temp, min temp, precipitation, NDVI + * max temp, mean temp, min temp, precipitation + * precipitation, NDVI + * min temp, NDVI + * min temp + * max temp + * mean temp + * precipitation + * NDVI + * -none- + +The final model is an intercept-only model. The single best model of the 11 is selected based on AIC. + +### References diff --git a/vignettes/current_models.html b/vignettes/current_models.html new file mode 100644 index 000000000..cec4cfbf3 --- /dev/null +++ b/vignettes/current_models.html @@ -0,0 +1,298 @@ + + + + + + + + + + + + + + + +Current Models + + + + + + + + + + + + + + + + + + +

Current Models

+

Juniper L. Simonis

+

04 September, 2019

+ + + +

We currently analyze and forecast rodent data at Portal using six models: ESSS, AutoArima, NaiveArima, nbGARCH, nbsGARCH, and pevGARCH (WeecologyLab 2019). Each model has a function with its name (e.g., ESSS()) which is called from an associated R script in the models subdirectory with its name (e.g., ESSS.R)

+
+

ESSS

+

ESSS (Exponential Smoothing State Space) is a flexible exponential smoothing state space model (Hyndman et al. 2008) fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The model is selected and fitted using the ets and forecast functions in the forecast package (Hyndman 2017) with the allow.multiplicative.trend argument set to TRUE within the ESSS() function. Models fit using ets implement what is known as the “innovations” approach to state space modeling, which assumes a single source of noise that is equivalent for the process and observation errors (Hyndman et al. 2008).

+

In general, ESSS models are defined according to three model structure parameters: error type, trend type, and seasonality type (Hyndman et al. 2008). Each of the parameters can be an N (none), A (additive), or M (multiplicative) state (Hyndman et al. 2008). However, because of the difference in period between seasonality and sampling of the Portal rodents combined with the hard-coded single period of the ets function, we could not include the seasonal components to the ESSS model. ESSS is fit flexibly, such that the model parameters can vary from fit to fit.

+
+
+

AutoArima

+

AutoArima (Automatic Auto-Regressive Integrated Moving Average) is a flexible Auto-Regressive Integrated Moving Average (ARIMA) model fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The model is selected and fitted using the auto.arima and forecast functions in the forecast package (Hyndman and Athanasopoulos 2013; Hyndman 2017) within the AutoArima() function.

+

Generally, ARIMA models are defined according to three model structure parameters: the number of autoregressive terms (p), the degree of differencing (d), and the order of the moving average (q), and are represented as ARIMA(p, d, q) (Box and Jenkins 1970). While the auto.arima function allows for seasonal models, the seasonality is hard-coded to be on the same period as the sampling, which is not the case for the Portal rodent surveys. As a result, no seasonal models were evaluated. AutoArima is fit flexibly, such that the model parameters can vary from fit to fit.

+
+
+

NaiveArima

+

NaiveArima (Naive Auto-Regressive Integrated Moving Average) is a fixed Auto-Regressive Integrated Moving Average (ARIMA) model of order (0,1,0) fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The model is selected and fitted using the Arima and forecast functions in the forecast package (Hyndman and Athanasopoulos 2013; Hyndman 2017) within the AutoArima() function.

+
+
+

nbGARCH

+

nbGARCH (Negative Binomial Auto-Regressive Conditional Heteroskedasticity) is a generalized autoregressive conditional heteroskedasticity (GARCH) model with overdispersion (i.e., a negative binomial response) fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The model for each species and the community total is selected and fitted using the tsglm function in the tscount package (Liboschik et al. 2017) within the nbGARCH() function.

+

GARCH models are generalized ARMA models and are defined according to their link function, response distribution, and two model structure parameters: the number of autoregressive terms (p) and the order of the moving average (q), and are represented as GARCH(p, q) (Liboschik et al. 2017). The nbGARCH model is fit using the log link and a negative binomial response (modeled as an over-dispersed Poisson), as well as with p = 1 (first-order autoregression) and q = 12 (approximately yearly moving average).

+

The tsglm function in the tscount package (Liboschik et al. 2017) uses a (conditional) quasi-likelihood based approach to inference and models the overdispersion as an additional parameter in a two-step approach. This two-stage approach has only been minimally evaluated, although preliminary simulation-based studies are promising (Liboschik, Fokianos, and Fried 2017).

+
+
+

nbsGARCH

+

nbsGARCH (Negative Binomial Seasonal Auto-Regressive Conditional Heteroskedasticity) is a generalized autoregressive conditional heteroskedasticity (GARCH) model with overdispersion (i.e., a negative binomial response) with seasonal predictors modeled using two Fourier series terms (sin and cos of the fraction of the year) fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The model for each species and the community total is selected and fitted using the tsglm function in the tscount package (Liboschik et al. 2017) within the nbsGARCH() function.

+

GARCH models are generalized ARMA models and are defined according to their link function, response distribution, and two model structure parameters: the number of autoregressive terms (p) and the order of the moving average (q), and are represented as GARCH(p, q) (Liboschik et al. 2017). The nbsGARCH model is fit using the log link and a negative binomial response (modeled as an over-dispersed Poisson), as well as with p = 1 (first-order autoregression) and q = 12 (approximately yearly moving average).

+

The tsglm function in the tscount package (Liboschik et al. 2017) uses a (conditional) quasi-likelihood based approach to inference and models the overdispersion as an additional parameter in a two-step approach. This two-stage approach has only been minimally evaluated, although preliminary simulation-based studies are promising (Liboschik, Fokianos, and Fried 2017).

+
+
+

pevGARCH

+

pevGARCH (Poisson Environmental Variable Auto-Regressive Conditional Heteroskedasticity) is a generalized autoregressive conditional heteroskedasticity (GARCH) model fit to the data at the composite (full site and just control plots) spatial level and both the composite (community) and the articulated (species) ecological levels. The response variable is Poisson, and a variety of environmental variables are considered as covariates. The model for each species is selected and fitted using the tsglm function in the tscount package (Liboschik et al. 2017) within the pevGARCH() function.

+

GARCH models are generalized ARMA models and are defined according to their link function, response distribution, and two model structure parameters: the number of autoregressive terms (p) and the order of the moving average (q), and are represented as GARCH(p, q) (Liboschik et al. 2017). The pevGARCH model is fit using the log link and a Poisson response, as well as with p = 1 (first-order autoregression) and q = 12 (yearly moving average). The environmental variables potentially included in the model are min, mean, and max temperatures, precipitation, and NDVI.

+

The tsglm function in the tscount package (Liboschik et al. 2017) uses a (conditional) quasi-likelihood based approach to inference. This approach has only been minimally evaluated for models with covariates, although preliminary simulation-based studies are promising (Liboschik, Fokianos, and Fried 2017).

+

Each species is fit using the following (nonexhaustive) sets of the environmental covariates: * max temp, mean temp, precipitation, NDVI * max temp, min temp, precipitation, NDVI * max temp, mean temp, min temp, precipitation * precipitation, NDVI * min temp, NDVI * min temp * max temp * mean temp * precipitation * NDVI * -none-

+

The final model is an intercept-only model. The single best model of the 11 is selected based on AIC.

+
+
+

References

+
+
+

Box, G., and G. Jenkins. 1970. Time Series Analysis: Forecasting and Control. Holden-Day.

+
+
+

Hyndman, R. J. 2017. “forecast: Forecasting Functions for Time Series and Linear Models.” 2017. http://pkg.robjhyndman.com/forecast.

+
+
+

Hyndman, R. J., and G. Athanasopoulos. 2013. Forecasting: Principles and Practice. OTexts.

+
+
+

Hyndman, R. J., A. b. Koehler, J. K. Ord, and R. D. Snyder. 2008. Forecasting with Exponential Smoothing: The State Space Approach. Springer-Verlag.

+
+
+

Liboschik, T., K. Fokianos, and R. Fried. 2017. “tscount: An R Package for Analysis of Count Time Series Following Generalized Linear Models.” Journal of Statistical Software 82:1–51. https://www.jstatsoft.org/article/view/v082i05.

+
+
+

Liboschik, T., R. Fried, K. Fokianos, and P. Probst. 2017. “tscount: Analysis of Count Time Series.” 2017. https://CRAN.R-project.org/package=tscount.

+
+
+

WeecologyLab. 2019. “Portal Forecasting.” 2019. https://github.com/weecology/portalPredictions/.

+
+
+
+ + + + + + + + diff --git a/vignettes/getting_started.Rmd b/vignettes/getting_started.Rmd new file mode 100644 index 000000000..7b332521b --- /dev/null +++ b/vignettes/getting_started.Rmd @@ -0,0 +1,144 @@ +--- +title: "Getting Started" +subtitle: "Set Up and Use a Portal Predictions Directory" +output: rmarkdown::html_vignette +author: "Juniper L. Simonis" +date: "`r format(Sys.time(), '%d %B, %Y')`" +vignette: > + %\VignetteIndexEntry{howto} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r setup, include=FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + +```{r, include=FALSE} +library(portalcasting) +vers <- packageVersion("portalcasting") +today <- Sys.Date() +``` + +This vignette shows how to set up and run your own [Portal +Predictions](https://github.com/weecology/portalPredictions) directory. + +## Installation + +First things first, make sure you have the current version of **portalcasting** installed from GitHub: + +```r +install.packages("devtools") +devtools::install_github("weecology/portalcasting") +library(portalcasting) +``` + +## Create a Portal Predictions directory + +The `setup_dir()` function creates and populates a standard Portal Predictions directory that includes `tmp`, `raw`, `data`, `models`, and `casts` subdirectories. By default, `setup_dir()` downloads the most up-to-date version of the [Portal Data](https://doi.org/10.5281/zenodo.1215988) and [Portal Predictions](https://doi.org/10.5281/zenodo.833438) archives from Zenodo into the `raw` subdirectory, prepares the moons, rodents, covariates, covariate forecast, and metadata data files (and places them in the `data` subdirectory) and populates the `models` subdirectory with scripts for the six existing models ("AutoArima", "NaiveArima", "ESSS", "nbGARCH", "nbsGARCH", and "pevGARCH"). + +Specialized versions of `setup_dir` are tailored for local model exploration, development, and testing ("`setup_sandbox`") and for use in the real-deal pipeline ("`setup_production`"). The settings are fairly similar, although `setup_sandbox` has extra rigid argument checking turned off and extra verbose messaging turned on. `setup_dir` provides a good starting point for a user interested in seeing what the package can do, with specific error checking and tidy messaging, so we use it here. + +There are many arguments available for the user to tailor the setup of the directory, which can be found on the help page (`?setup_dir`). Perhaps the most important argument is `main` which allows the user to point the directory to any particular location. The default is `main = "."`, which is basically "the present directory". A common implementation would be to create a directory in the home directory of a computer (indicated by `"~"`) and within a named folder, say "portalcast_directory", which would be done with `main = "~/portalcast_directory"`, or by setting `main <- "~/portalcast_directory"` and then using `main = main` throughout the code: + +```{r, eval=FALSE} +main <- "~/portalcast_directory" +setup_dir(main = main) +``` + +## Run a cast (forecast or hindcast) + +The `portalcast()` function controls the running of potentially multiple models across different data sets for multiple time steps. They can involve what we have classically called "forecasts" (from the present time step) and "hindcast" (from a time step before the current one). It will prepare the data (rodents, covariates, newmoons, metadata) as needed, verify that the requested models are available to run, run the models, and compile the output. + +Presently, the preloaded model set includes [six models](https://weecology.github.io/portalcasting/articles/models.html): ESSS, AutoArima, NaiveArima, nbGARCH, nbsGARCH, and pevGARCH. The GARCH models all take a bit longer to run (nbGARCH less time than nbsGARCH less time than pevGARCH), so for the purposes of illustration, we will only run ESS, AutoArima, and NaiveArima models, which we indicate through input to the `models` argument: + +```{r, eval=FALSE} +portalcast(main = main, models = c("ESSS", "AutoArima", "NaiveArima")) +``` + +If the user does not specify the models, all of the prefab models are run. Note that we need to point `portalcast` to the directory of interest via the `main` argument. This allows us to go between different directories from the same R session with relative ease, but it does mean that `main` is a key argument in nearly all functions. + +## Plotting the results + +Presently two plotting types are available for visualizing the data and model results: time series and point-in-time plots for casts. The functions for both of these figure types point directly to the cast metadata file that allows for flexible selection of which specific model, data set, and end moon (forecast origin) to use, as well as selection via specific identifiers (when multiple versions of a model are run). By default, they select the most recent cast, which will be NaiveArima on controls. + +Time series plots are constructed using `plot_cast_ts`: + +```{r, eval=FALSE} +plot_cast_ts(main = main) +``` + +![Time series plot of the total rodents forecast (mean with 95% CI) on the control plots](imgs/getting_started_fig1.jpg){width=600px} + +Point-in-time prediction plots are constructed using `plot_cast_point`, and default to the next step ahead in time: + +```{r, eval=FALSE} +plot_cast_point(main = main) +``` +![Point-in-time forecast (mean with 95% CI) for all species and total rodents on the control plots](imgs/getting_started_fig2.jpg){width=600px} + +## Going back in time + +We can step back to an earlier date by simply setting the `end_moons` or `end_moon` (depending on the function, some can take more than one value) to earlier than the present time. + + +```{r, eval=FALSE} +portalcast(main = main, models = c("ESSS", "AutoArima", "NaiveArima"), end_moons = 512) +``` +Because the output from this run of `portalcast` is most recent, the plot functions default to them, although it is also simple to point to them directly using the arguments available (`?plot_cast_ts` and `?plot_cast_point`). + +```{r, eval=FALSE} +plot_cast_ts(main = main) +``` + +![Time series plot of the total rodents forecast (mean with 95% CI) on the control plots with observations after the forecast origin](imgs/getting_started_fig3.jpg){width=600px} + +```{r, eval=FALSE} +plot_cast_point(main = main, with_census = TRUE) +``` +![Point-in-time forecast (mean with 95% CI) for all species and total rodents on the control plots with observations (blue squares)](imgs/getting_started_fig4.jpg){width=600px} + + +## Reading in data to the R console from the directory + +A series of `read_` functions are available for simple loading of the data sets into R from the directory. A generalized `read_data` function includes an argument for which data set to load ("rodents" [and then which specific data set], "covariates", "covariate_casts", "moons", "metadata", or "cast_metadata"), and each of those data sets also has a specific function, such as `read_moons`. + +```{r, eval=FALSE} +read_data(main = main, data_name = "rodents") +read_data(main = main, data_name = "rodents_table", data_set = "all") +read_data(main = main, data_name = "rodents_table", data_set = "controls") +read_data(main = main, data_name = "rodents_table", data_set = "all_interp") +read_data(main = main, data_name = "rodents_table", data_set = "controls_interp") +read_data(main = main, data_name = "covariates") +read_data(main = main, data_name = "covariate_casts") +read_data(main = main, data_name = "moons") +read_data(main = main, data_name = "metadata") +read_data(main = main, data_name = "cast_metadata") + +read_rodents(main = main) +read_rodents_table(main = main) +read_covariates(main = main) +read_covariate_casts(main = main) +read_moons(main = main) +read_metadata(main = main) +read_cast_metadata(main = main) +``` + +## Reading in cast output to the R console from the directory + +Presently, two functions are available for interfacing with saved cast output. + +`select_casts` provides a simple interface to the cast metadata file with quick filtering: + +```{r, eval=FALSE} +select_casts(main = main, models = "AutoArima") +``` + +And `read_cast_tab` reads in the cast_tab output from a given cast, as indicated by its cast_id, which is displayed in the output from `select_casts`: + +```{r, eval=FALSE} +read_cast_tab(main = main, cast_id = 1) +``` diff --git a/vignettes/howto.Rmd b/vignettes/howto.Rmd deleted file mode 100644 index fde4d9f08..000000000 --- a/vignettes/howto.Rmd +++ /dev/null @@ -1,199 +0,0 @@ ---- -title: "Set Up and Use a Portal Predictions Directory" -output: rmarkdown::html_vignette -author: "Juniper L. Simonis" -date: "`r format(Sys.time(), '%d %B, %Y')`" -vignette: > - %\VignetteIndexEntry{howto} - %\VignetteEngine{knitr::rmarkdown} - %\VignetteEncoding{UTF-8} ---- - -```{r setup, include=FALSE} -knitr::opts_chunk$set( - collapse = TRUE, - comment = "#>" -) -``` - -```{r, include=FALSE} -library(portalcasting) -vers <- packageVersion("portalcasting") -today <- Sys.Date() -``` - -This vignette shows how to set up and run your own [Portal -Predictions](https://github.com/weecology/portalPredictions) directory. - -### Create a Portal Predictions directory - -The `setup_dir()` function creates and populates a standard Portal Predictions -directory within the present location (by default) that includes `data`, -`models`, `PortalData`, `predictions` and `tmp` subdirectories. By default, -`setup_dir()` downloads the most up-to-date version of the -[Portal Data from Zenodo](https://zenodo.org/record/2541170) -into the `PortalData` subdirectory, prepares the moons, rodents, covariates, -and metadata data files (and places them in the `data` subdirectory), copies -the historic covariate forecast data file available in the package -(`/inst/extdata/covariate_forecasts.csv`) into the `data` subdirectory, -downloads the most recent set of model forecasts into the `predictions` -subdirectory and populates the `models` subdirectory with scripts for the five -existing models ("AutoArima", "ESSS", "nbGARCH", "nbsGARCH", and "pevGARCH"). - -```{r, eval=FALSE} -setup_dir() -``` - -### Run a "-cast" (forecast or hindcast) - -The `portalcast()` function controls the running of potentially multiple -models for either a forecast or a hindcast. It will prepare the data -(rodents, covariates, newmoons, metadata) as needed, verify that the requested -models are available to run, run the models, compile the output, and -generate an ensemble (if desired). Presently, the preloaded model set includes -[four models](https://weecology.github.io/portalcasting/articles/models.html): -ESSS, AutoArima, nbGARCH, and pevGARCH. - -```{r, eval=FALSE} -portalcast() -``` - -### Tidy up the temporary files - -The `cleanup_dir()` function simply removes the temporary files and folders -from the directory. - -```{r, eval=FALSE} -cleanup_dir() -``` - -### Options - -All required inputs to `setup_dir()`, `portalcast()`, and `cleanup_dir()` -are encompassed within the singular argument `options_all`, which is a -hierarchical list of control arguments, defined through the options-setting -function `all_options()` and the default values are appropriate for basic -forecast usage. There are many options available for the user to control and a full -list can be found by running `?all_options`, to return the help file for -the functions that generate the hierarchical options list. - -### Loading the model output into an R session - -Once the models have finished running, you can read the results back into R -using `read_cast()`, which loads the most recent model forecast or hindcast, -or `read_casts()`, which loads all forecasts or hindcasts: - -```{r, eval=FALSE} -cast <- read_cast() -casts <- read_casts() -``` - -Both functions have simple controls for forecasts or hindcasts and which files -to load based on their date. - -### Selecting a subset of model output - -The model output that has been loaded can be subset using `select_casts()`, -which has arguments to allow filtering based on `species`, `level`, -`model`, and `newmoonnumber`, with the default being to return all values: - -```{r, eval=FALSE} -cast_set <- select_casts(casts, species = "total", model = "Ensemble", level = "All") -``` - -### Visualizing the model output - -Basic plotting of a single-species forecast can be executed using -`plot_cast_ts()`, which defaults to plotting the total abundance for the -control plots under the ensemble model, but has arguments to allow full -flexibility. - -```{r, eval=FALSE} -plot_cast_ts() -``` -![Time series plot of the total rodents forecast on the -control plots](imgs/plot1.png){width=600px} - -
- -Similarly, the point-in-time forecasts for multiple species can be compared -using `plot_cast_point`, which defaults to all species and the total -abundance one step ahead for the control plots under the ensemble model, -but has arguments to allow full flexibility. - -```{r, eval=FALSE} -plot_cast_point() -``` -![Point-in-time forecast (mean with 90% CI) for all species and total rodents -on the control plots](imgs/plot2.png){width=600px} - -
- - -It is possible to compare the point-in-time forecasts with observed data -by setting `with_census = TRUE`: - -```{r, eval=FALSE} -plot_cast_point(with_census = TRUE) -``` -![Point-in-time forecast (mean with 90% CI) with observed value (blue) for all -species and total rodents on the control plots](imgs/plot3.png){width=600px} - -### Visualizing model evaluation - -The models are evaluated using a variety of error metrics, which can be plotted -using `plot_err_lead_spp_mods()` and `plot_cov_RMSE_mod_spp()`. - -`plot_err_lead_spp_mods()` shows the raw forecast error as a function of lead time -across the combination of species and models: - -```{r, eval=FALSE} -plot_err_lead_spp_mods() -``` -![Forecast error as a function of lead time for six representative species and total -rodents (rows) using four models and the ensemble (columns) produced on three -forecast dates (lines)](imgs/plot4.png){width=600px} - -
- -The arguments are set up by default to plot a set of recent forecasts for a set -of common species in the control plots, but they allow for flexibility. - -
- -Similarly, `plot_cov_RMSE_mod_spp()` displays the coverage and root mean squared -error (RMSE) of each model across species: - -```{r, eval=FALSE} -plot_cov_RMSE_mod_spp() -``` -![Coverage (left column) and root mean squared error (RMSE, right column) for six -representative species and total rodents (rows) using four models and the ensemble -(x-axis) produced on all available hindcasts (lines)](imgs/plot5.png){width=600px} - -
- -By default, the function produces a figure using the most recent set of hindcasts for a -set of common species in the control plots, but the arguments allow for flexibility, -including the combination of hindcasts across multiple `cast_dates`. - -### Reading in data to the R console from the directory - -A series of `read_` functions are available for simple loading of the data -sets into R from the directory. A generalized `read_data` function includes an -argument for which data set to load ("all", "controls", "covariates", "moons", -or "metadata"), and each of those data sets also has a specific function, such -as `read_all`. -```{r, eval=FALSE} -read_data(data_name = "all") -read_data(data_name = "controls") -read_data(data_name = "covariates") -read_data(data_name = "moons") -read_data(data_name = "metadata") - -read_all() -read_controls() -read_covariates() -read_moons() -read_metadata() -``` diff --git a/vignettes/imgs/getting_started_fig1.jpg b/vignettes/imgs/getting_started_fig1.jpg new file mode 100644 index 000000000..3f0427753 Binary files /dev/null and b/vignettes/imgs/getting_started_fig1.jpg differ diff --git a/vignettes/imgs/getting_started_fig2.jpg b/vignettes/imgs/getting_started_fig2.jpg new file mode 100644 index 000000000..c5e343b1e Binary files /dev/null and b/vignettes/imgs/getting_started_fig2.jpg differ diff --git a/vignettes/imgs/getting_started_fig3.jpg 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a/vignettes/models.Rmd +++ /dev/null @@ -1,172 +0,0 @@ ---- -title: "Current Models" -date: "`r format(Sys.time(), '%d %B, %Y')`" -author: "Juniper L. Simonis" -output: rmarkdown::html_vignette -bibliography: refs.bibtex -vignette: > - %\VignetteIndexEntry{models} - %\VignetteEngine{knitr::rmarkdown} - %\VignetteEncoding{UTF-8} ---- - -```{r setup, include=FALSE} -knitr::opts_chunk$set( - collapse = TRUE, - comment = "#>" -) -``` - - -We currently analyze and forecast rodent data at Portal using five models: -ESSS, AutoArima, nbGARCH, nbsGARCH, and pevGARCH [@PortalPredictions]. Each -model has a function with its name (*e.g.*, `ESSS()`) and an associated R -script in the `models` subdirectory with its name (*e.g.*, `ESSS.R`) - -### ESSS - -ESSS (Exponential Smoothing State Space) is a flexible exponential smoothing -state space model [@Hyndman2008] fit to the data at the composite (full site -and just control plots) spatial level and both the composite (community) and -the articulated (species) ecological levels. The model is selected and fitted -using the `ets` and `forecast` -functions in the **forecast** package [@Hyndman2017] with the -`allow.multiplicative.trend` argument set to `TRUE` within the `ESSS()` -function. Models fit using `ets` implement what is known as the "innovations" -approach to state space modeling, which assumes a single source of noise that -is equivalent for the process and observation errors [@Hyndman2008]. - -In general, ESSS models are defined according to three model structure -parameters: error type, trend type, and seasonality type [@Hyndman2008]. -Each of the parameters can be an N (none), A (additive), or M (multiplicative) -state [@Hyndman2008]. However, because of the difference in period -between seasonality and sampling of the Portal rodents combined with the -hard-coded single period of the `ets` function, we could not include the -seasonal components to the ESSS model. ESSS is fit flexibly, such that the -model parameters can vary from fit to fit. - - -### AutoArima - -AutoArima (Automatic Auto-Regressive Integrated Moving Average) is a -flexible Auto-Regressive Integrated Moving Average (ARIMA) model fit to the -data at the composite (full site and just control plots) spatial level -and both the composite (community) and the articulated (species) ecological -levels. The model is selected and -fitted using the `auto.arima` and `forecast` functions in the **forecast** -package [@Hyndman2013; @Hyndman2017] within the `AutoArima()` function. - -Generally, ARIMA models are defined according to three model structure -parameters: the number of autoregressive terms (p), the degree of differencing -(d), and the order of the moving average (q), and are represented as -ARIMA(p, d, q) [@Box1970]. While the `auto.arima` function allows for seasonal -models, the seasonality is hard-coded to be on the same period as the sampling, -which is not the case for the Portal rodent surveys. As a result, no seasonal -models were evaluated. AutoArima is fit flexibly, such that the model -parameters can vary from fit to fit. - -### nbGARCH - -nbGARCH (Negative Binomial Auto-Regressive Conditional Heteroskedasticity) -is a generalized autoregressive conditional heteroskedasticity (GARCH) -model with overdispersion (*i.e.*, a negative binomial response) fit to the -data at the composite (full site and just control plots) spatial level and both -the composite (community) and the articulated (species) ecological levels. The -model for each species and the community total is selected and fitted using the -`tsglm` function in the **tscount** package [@Liboschik2017a] within the -`nbGARCH()` function. - -GARCH models are generalized ARMA models and are defined according to their -link function, response distribution, and two model structure parameters: the -number of autoregressive terms (p) and the order of the moving average (q), -and are represented as GARCH(p, q) [@Liboschik2017a]. The nbGARCH model is fit -using the log link and a negative binomial response (modeled as an -over-dispersed Poisson), as well as with p = 1 (first-order autoregression) -and q = 12 (approximately yearly moving average). - -The `tsglm` function in the **tscount** package [@Liboschik2017a] uses a -(conditional) quasi-likelihood based approach to inference and models the -overdispersion as an additional parameter in a two-step approach. This -two-stage approach has only been minimally evaluated, although preliminary -simulation-based studies are promising [@Liboschik2017b]. - -### nbsGARCH - -nbsGARCH (Negative Binomial Seasonal Auto-Regressive Conditional -Heteroskedasticity) is a generalized autoregressive conditional -heteroskedasticity (GARCH) model with overdispersion (*i.e.*, a negative -binomial response) with seasonal predictors modeled using two Fourier -series terms (sin and cos of the fraction of the year) fit to the -data at the composite (full site and just control plots) spatial level and both -the composite (community) and the articulated (species) ecological levels. The -model for each species and the community total is selected and fitted using the -`tsglm` function in the **tscount** package [@Liboschik2017a] within the -`nbsGARCH()` function. - -GARCH models are generalized ARMA models and are defined according to their -link function, response distribution, and two model structure parameters: the -number of autoregressive terms (p) and the order of the moving average (q), -and are represented as GARCH(p, q) [@Liboschik2017a]. The nbsGARCH model is fit -using the log link and a negative binomial response (modeled as an -over-dispersed Poisson), as well as with p = 1 (first-order autoregression) -and q = 12 (approximately yearly moving average). - -The `tsglm` function in the **tscount** package [@Liboschik2017a] uses a -(conditional) quasi-likelihood based approach to inference and models the -overdispersion as an additional parameter in a two-step approach. This -two-stage approach has only been minimally evaluated, although preliminary -simulation-based studies are promising [@Liboschik2017b]. - - -### pevGARCH - -pevGARCH (Poisson Environmental Variable Auto-Regressive Conditional -Heteroskedasticity) is a generalized autoregressive conditional -heteroskedasticity (GARCH) model fit to the data at the composite (full site -and just control plots) spatial level and both the composite (community) and -the articulated (species) ecological levels. The response variable is Poisson, -and a variety of environmental variables are considered as covariates. The -model for each species is selected and fitted using the `tsglm` function in the -**tscount** package [@Liboschik2017a] within the `pevGARCH()` function. - -GARCH models are generalized ARMA models and are defined according to their -link function, response distribution, and two model structure parameters: -the number of autoregressive terms (p) and the order of the moving average -(q), and are represented as GARCH(p, q) [@Liboschik2017a]. The pevGARCH model -is fit using the log link and a Poisson response, as well as with p = 1 -(first-order autoregression) and q = 12 (yearly moving average). The -environmental variables potentially included in the model are min, mean, and -max temperatures, precipitation, and NDVI. - -The `tsglm` function in the **tscount** package [@Liboschik2017a] uses a -(conditional) quasi-likelihood based approach to inference. This approach has -only been minimally evaluated for models with covariates, although preliminary -simulation-based studies are promising [@Liboschik2017b]. - -Each species is fit using the following (nonexhaustive) sets of the -environmental covariates: - - * max temp, mean temp, precipitation, NDVI - * max temp, min temp, precipitation, NDVI - * max temp, mean temp, min temp, precipitation - * precipitation, NDVI - * min temp, NDVI - * min temp - * max temp - * mean temp - * precipitation - * NDVI - * -none- - -The final model is an intercept-only model. The single best model of the 11 is -selected based on AIC. - -### Ensemble - -In addition to the base models, we include an ensemble, constructed using the -base model AIC weights. The ensemble mean is calculated as the AIC-weighted -mean of all model means. The ensemble variance is estimated as the sum of -the AIC-weighted mean of all model variances and the variance of the estimated -AIC-weighted mean, calculated using the unbiased estimate of sample variances. - -### References