\n",
+ "\n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ "
<xarray.Dataset> Size: 36GB\n",
+ "Dimensions: (time: 1, lat: 18000, lon: 36000, length_scale: 1,\n",
+ " channel: 2)\n",
+ "Coordinates:\n",
+ " * time (time) datetime64[ns] 8B 2020-11-01\n",
+ " * lat (lat) float32 72kB -90.0 -89.99 -89.98 ... 89.98 89.99\n",
+ " * lon (lon) float32 144kB -180.0 -180.0 -180.0 ... 180.0 180.0\n",
+ " * channel (channel) float32 8B 11.0 12.0\n",
+ "Dimensions without coordinates: length_scale\n",
+ "Data variables: (12/14)\n",
+ " dtime (time, lat, lon) timedelta64[ns] 5GB ...\n",
+ " satze (time, lat, lon) float32 3GB ...\n",
+ " sataz (time, lat, lon) float32 3GB ...\n",
+ " solze (time, lat, lon) float32 3GB ...\n",
+ " solaz (time, lat, lon) float32 3GB ...\n",
+ " lst (time, lat, lon) float32 3GB ...\n",
+ " ... ...\n",
+ " lst_unc_loc_atm (time, lat, lon) float32 3GB ...\n",
+ " lst_unc_loc_sfc (time, lat, lon) float32 3GB ...\n",
+ " lst_unc_sys (length_scale) float32 4B ...\n",
+ " lcc (time, lat, lon) float32 3GB ...\n",
+ " n (time, lat, lon) float32 3GB ...\n",
+ " lst_unc_loc_cor (time, lat, lon) float32 3GB ...\n",
+ "Attributes: (12/41)\n",
+ " source: ESA LST CCI IRCDR L3S V2.00\n",
+ " title: ESA LST CCI land surface temperature time ser...\n",
+ " institution: University of Leicester\n",
+ " history: Created using software developed at Universit...\n",
+ " references: https://climate.esa.int/en/projects/land-surf...\n",
+ " Conventions: CF-1.8\n",
+ " ... ...\n",
+ " geospatial_lon_resolution: 0.01\n",
+ " geospatial_lat_resolution: 0.01\n",
+ " key_variables: land_surface_temperature\n",
+ " format_version: CCI Data Standards v2.2\n",
+ " spatial_resolution: 0.01 degree\n",
+ " doi: 10.5285/785ef9d3965442669bff899540747e28 Dimensions: time : 1lat : 18000lon : 36000length_scale : 1channel : 2
Coordinates: (4)
Data variables: (14)
dtime
(time, lat, lon)
timedelta64[ns]
...
long_name : time difference from reference time valid_min : 0.0 valid_max : 2592000.0 [648000000 values with dtype=timedelta64[ns]] satze
(time, lat, lon)
float32
...
long_name : satellite zenith angle units : degrees valid_min : 0 valid_max : 18000 [648000000 values with dtype=float32] sataz
(time, lat, lon)
float32
...
long_name : satellite azimuth angle units : degrees valid_min : -18000 valid_max : 18000 [648000000 values with dtype=float32] solze
(time, lat, lon)
float32
...
long_name : solar zenith angle units : degrees valid_min : 0 valid_max : 18000 [648000000 values with dtype=float32] solaz
(time, lat, lon)
float32
...
long_name : solar azimuth angle units : degrees valid_min : -18000 valid_max : 18000 [648000000 values with dtype=float32] lst
(time, lat, lon)
float32
...
long_name : land surface temperature units : kelvin valid_min : -8315 valid_max : 7685 [648000000 values with dtype=float32] lst_uncertainty
(time, lat, lon)
float32
...
long_name : land surface temperature total uncertainty units : kelvin valid_min : 0 valid_max : 10000 [648000000 values with dtype=float32] lst_unc_ran
(time, lat, lon)
float32
...
long_name : uncertainty from uncorrelated errors units : kelvin valid_min : 0 valid_max : 10000 [648000000 values with dtype=float32] lst_unc_loc_atm
(time, lat, lon)
float32
...
long_name : uncertainty from locally correlated errors on atmospheric scales units : kelvin valid_min : 0 valid_max : 10000 [648000000 values with dtype=float32] lst_unc_loc_sfc
(time, lat, lon)
float32
...
long_name : uncertainty from locally correlated errors on surface scales units : kelvin valid_min : 0 valid_max : 10000 [648000000 values with dtype=float32] lst_unc_sys
(length_scale)
float32
...
long_name : uncertainty from large-scale systematic errors units : kelvin valid_min : 0 valid_max : 10000 [1 values with dtype=float32] lcc
(time, lat, lon)
float32
...
long_name : land cover class units : 1 flag_meanings : cropland_rainfed cropland_rainfed_herbaceous_cover cropland_rainfed_tree_or_shrub_cover cropland_irrigated mosaic_cropland mosaic_natural_vegetation tree_broadleaved_evergreen_closed_to_open tree_broadleaved_deciduous_closed_to_open tree_broadleaved_deciduous_closed tree_broadleaved_deciduous_open tree_needleleaved_evergreen_closed_to_open tree_needleleaved_evergreen_closed tree_needleleaved_evergreen_open tree_needleleaved_deciduous_closed_to_open tree_needleleaved_deciduous_closed tree_needleleaved_deciduous_open tree_mixed mosaic_tree_and_shrub mosaic_herbaceous shrubland shrubland_evergreen shrubland_deciduous grassland lichens_and_mosses sparse_vegetation sparse_tree sparse_shrub sparse_herbaceous tree_cover_flooded_fresh_or_brakish_water tree_cover_flooded_saline_water shrub_or_herbaceous_cover_flooded urban Bare_areas_of_soil_types_not_contained_in_biomes_203_to_207 Unconsolidated_bare_areas_of_soil_types_not_contained_in_biomes_203_to_207 Consolidated_bare_areas_of_soil_types_not_contained_in_biomes_203_to_207 Bare_areas_of_soil_type_Entisols_Orthents Bare_areas_of_soil_type_Shifting_sand Bare_areas_of_soil_type_Aridisols_Calcids Bare_areas_of_soil_type_Aridisols_Cambids Bare_areas_of_soil_type_Gelisols_Orthels water snow_and_ice Sea_ice flag_values : [ 10 11 12 20 30 40 50 60 61 62 70 71 72 80 81 82 90 100\n",
+ " 110 120 121 122 130 140 150 151 152 153 160 170 180 190 200 201 202 203\n",
+ " 204 205 206 207 210 220 230] valid_min : 10 valid_max : 230 [648000000 values with dtype=float32] n
(time, lat, lon)
float32
...
long_name : number of clear-sky pixels valid_min : 0 valid_max : 18750 [648000000 values with dtype=float32] lst_unc_loc_cor
(time, lat, lon)
float32
...
long_name : uncertainty from locally correlated errors on LST corrections units : kelvin valid_min : 0 valid_max : 10000 [648000000 values with dtype=float32] Indexes: (4)
PandasIndex
PandasIndex(DatetimeIndex(['2020-11-01'], dtype='datetime64[ns]', name='time', freq=None)) PandasIndex
PandasIndex(Index([-89.99500274658203, -89.98500061035156, -89.97500610351562,\n",
+ " -89.96500396728516, -89.95500183105469, -89.94499969482422,\n",
+ " -89.93500518798828, -89.92500305175781, -89.91500091552734,\n",
+ " -89.9050064086914,\n",
+ " ...\n",
+ " 89.90499114990234, 89.91498565673828, 89.92499542236328,\n",
+ " 89.93498992919922, 89.94499969482422, 89.95499420166016,\n",
+ " 89.9649887084961, 89.9749984741211, 89.98499298095703,\n",
+ " 89.99498748779297],\n",
+ " dtype='float32', name='lat', length=18000)) PandasIndex
PandasIndex(Index([ -179.9949951171875, -179.98500061035156, -179.97499084472656,\n",
+ " -179.96499633789062, -179.9550018310547, -179.9449920654297,\n",
+ " -179.93499755859375, -179.92498779296875, -179.9149932861328,\n",
+ " -179.90499877929688,\n",
+ " ...\n",
+ " 179.90499877929688, 179.91500854492188, 179.92498779296875,\n",
+ " 179.93499755859375, 179.94500732421875, 179.95498657226562,\n",
+ " 179.96499633789062, 179.97500610351562, 179.9849853515625,\n",
+ " 179.9949951171875],\n",
+ " dtype='float32', name='lon', length=36000)) PandasIndex
PandasIndex(Index([10.999001, 11.999001], dtype='float32', name='channel')) Attributes: (41)
source : ESA LST CCI IRCDR L3S V2.00 title : ESA LST CCI land surface temperature time series from multiple IR sensors on LEO platforms. institution : University of Leicester history : Created using software developed at University of Leicester references : https://climate.esa.int/en/projects/land-surface-temperature Conventions : CF-1.8 product_version : 2.00 summary : This file contains level L3S global land surface temperatures from SLSTRA. L3S data are derived from more than one sensor combined on a space and/or time grid. keywords : Earth Science; Land Surface; Land Temperature; Land Surface Temperature id : ESACCI-LST-L3S-LST-IRCDR_-0.01deg_1MONTHLY_DAY-20201101000000-fv2.00.nc naming_authority : le.ac.uk keywords_vocabulary : NASA Global change Master Directory (GCMD) Science Keywords cdm_data_type : grid comment : These data were produced as part of the ESA LST CCI project. date_created : 20220616T135237Z creator_name : University of Leicester Surface Temperature Group creator_url : https://climate.esa.int/en/projects/land-surface-temperature creator_email : djg20@le.ac.uk project : Climate Change Initiative - European Space Agency geospatial_lat_min : -89.995 geospatial_lat_max : 89.99499 geospatial_lon_min : -179.995 geospatial_lon_max : 179.995 geospatial_vertical_min : 0.0 geospatial_vertical_max : 0.0 time_coverage_start : 20201101T000000 time_coverage_end : 20201130T235959 time_coverage_duration : P1M time_coverage_resolution : P1M standard_name_vocabulary : CF Standard Name Table v71 license : ESA CCI Data Policy: free and open access platform : Sentinel-3A sensor : SLSTRA geospatial_lat_units : degrees_north geospatial_lon_units : degrees_east geospatial_lon_resolution : 0.01 geospatial_lat_resolution : 0.01 key_variables : land_surface_temperature format_version : CCI Data Standards v2.2 spatial_resolution : 0.01 degree doi : 10.5285/785ef9d3965442669bff899540747e28