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HydrologicStationarity
HydrologicStationarity PublicAnalyzing hydrologic nonstationarities
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nwm-post-processing-with-lstm
nwm-post-processing-with-lstm PublicPost processing the National Water Model at a one day averaged time step with long short-term memory networks.
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lstm-land-surface
lstm-land-surface PublicLSTM model to predict the states and fluxes of Noah-MP land surface model
Python 1
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mclstm_2021_extrapolate
mclstm_2021_extrapolate PublicCode and models for the HESS paper on mass conservation and extrapolation with deep learning
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mclstm_2021_mass_balance
mclstm_2021_mass_balance PublicRepository for analysis code for the 2021 paper on mass balance with LSTM/MC-LSTM
Jupyter Notebook 6
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