leelew

Lu Li's repositories

CLSTM

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

Language:PythonMIT12 2 2

HybridHydro

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

Language:PythonMIT10 10

NeuralZoo

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

Language:PythonMIT7 30

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)

Language:PythonMIT6 10

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)

Language:MATLABMIT3 10

CoLM202X

The Common Land Model

Language:Fortran000

DataML

ML repo for data generation (source code)

Language:PythonMIT020

ForDs

Downscaling meteorological forcing for land surface modeling

Language:PythonMIT010