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  1. CLSTM CLSTM Public

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

    Python 15 1

  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 13 1

  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 5

  5. NeuralZoo NeuralZoo Public

    A Repo for Forecasting Meteorological Variables with Main Machine Learning Models.

    Python 8 2

  6. CoLM202X CoLM202X Public

    Forked from CoLM-SYSU/CoLM202X

    The Common Land Model

    Fortran