ConvLSTM-based Daily Snow Water Equivalent (SWE) Predictions in the Alps

This dataset contains daily Snow Water Equivalent (SWE) predictions generated by a Convolutional Long Short-Term Memory (ConvLSTM) deep learning model in the Alps, driven by ERA5-Land and EMO1 forcing data.

The dataset contains netCDF files comparing the simulated daily SWE derived from ConvLSTM against the LISFLOOD hydrological model at a 1x1 arcminute resolution (~1.5 km at EFAS latitudes) (https://ewds.climate.copernicus.eu/datasets/efas-forecast?tab=overview).