/SoilMoistureForecasting

Student project - Soil Moisture Dynamics Forecasting Supported with Neural Networsks

Primary LanguageJupyter NotebookMIT LicenseMIT

SoilMoistureForecasting

Student project - Soil Moisture Dynamics Forecasting Supported with Neural Networsks

We used ERA5 weather reanalysis and LSTM for soil moisture forecast

Awesome

Requiremets

pytorch-lightning

xarray

Input data

Example of one point timeseries uploaded to github, full dataset uploaded to google drive

Contacts

m.gasanov[a]skoltech.ru