Code of my M.Sc. thesis at Leipzig University and UFZ: daily root-zone soil moisture over Germany (2001 to 2020, four layers between 0 and 100 cm), estimated with Random Forest from ISMN in-situ data, HOLAPS and gridded predictors.
python machine-learning random-forest jupyter-notebook germany xarray remote-sensing xgboost soil-moisture hydrology ismn catboost scitkit-learn root-zone-soil-moisture holaps
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Updated
Aug 27, 2026 - Jupyter Notebook