eWaterCycle / streamingDataAssimilation Public

low memory methods for data assimilation based on streaming Principal Component Analysis

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 30 Commits
.ipynb_checkpoints		.ipynb_checkpoints
__pycache__		__pycache__
online_psp-master		online_psp-master
.gitattributes		.gitattributes
BMI.py		BMI.py
BMILorenz.py		BMILorenz.py
Data Assimilation examples for bingeWatchAcademy.ipynb		Data Assimilation examples for bingeWatchAcademy.ipynb
EnKF.py		EnKF.py
EnKFHigh.eps		EnKFHigh.eps
EnKFHigh1step.eps		EnKFHigh1step.eps
EnKFLow.eps		EnKFLow.eps
EnKFLow10ens.eps		EnKFLow10ens.eps
Incremental Principal Component Analysis (IPCA) example.ipynb		Incremental Principal Component Analysis (IPCA) example.ipynb
LICENSE		LICENSE
Lorenz 96 model ensemble demonstration.ipynb		Lorenz 96 model ensemble demonstration.ipynb
Lorenz Model EnKF example-distributed.ipynb		Lorenz Model EnKF example-distributed.ipynb
Lorenz Model EnKF example.ipynb		Lorenz Model EnKF example.ipynb
README.md		README.md
requirements.txt		requirements.txt
settings.yaml		settings.yaml
truth.eps		truth.eps
truthEnsemble.eps		truthEnsemble.eps
unstableEnKF		unstableEnKF