Pinned Loading

1. CLSTM CLSTM Public

   Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology)

   Python 21 2

2. HybridHydro HybridHydro Public

   Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in Atmospheric Science)

   Python 16

3. PHydro PHydro Public

   Physical-constrain hydrology model based multitask learning (source code of "Enforcing Water Balance in Multitask Deep Learning Models for Hydrological Forecasting", Journal of Hydrometeorology)

   Python 8

4. RFGranger RFGranger Public

   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)

   MATLAB 7

5. CoLM202X CoLM202X Public

   Forked from CoLM-SYSU/CoLM202X

   The Common Land Model

   Fortran

6. ForDs ForDs Public

   Downscaling meteorological forcing for land surface modeling (source code of "Exploring Topography Downscaling Methods for Hyper‐Resolution Land Surface Modeling", Journal of Geophysical Research: …

   Python 1 1