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CLSTM
Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology)HybridHydro
Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in Atmospheric Science)PHydro
Physical-constrain hydrology model based multitask learning (source code of "Enforcing Water Balance in Multitask Deep Learning Models for Hydrological Forecasting", Journal of Hydrometeorology)RFGranger
Nonlinear Granger causality test based on random forest (source code of "A Causal Inference Model based on Random Forest to identify soil moisture-precipitation feedback", Journal of Hydrometeorology)AttConvLSTM
A Surface Soil Moisture Prediction Model based on Attention and ConvLSTM.MLSD
Spatial Downscaling by Machine Learningleelew
HRSEPP
High Resolution Soil Environment Prediction Platformtf-notes
Learning Notes for Tensorflow 2leelew.github.io
Personal BlogForDs
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