jmframe/lstm-land-surface

LSTM model to predict the states and fluxes of Noah-MP land surface model

lstm-land-surface

This repository is an attempt to train an LSTM to predict land surface fluxes.

The first thing I am trying to do is predict soil moisture from atmospheric forcings.

This project was abandoned once NeuralHydrology started predicting land surface fluxes. See

NeuralHydrology for a legit Deep Learning land surface model.