The ExEBench Datasets are collected from weather and earth observation data from diverse sources.
Category
Heatwaves
Cold waves
Tropical cyclones
Storms
Extreme precipitation
Fires
Flood
Data source
EmDat, ERA5, ISO-3
EmDat, ERA5, ISO-3
EmDat, ERA5, IBTrACSv04
TASSRAD19
TRMM 3B42 V7, IMERG half-hourly Final Run
HLS Burn Scars
UrbanSAR-Floods
Sensor/variable
t₂m (max), land-, soil-, topography- maskst₂m (min), land-, soil-… See the full description on the dataset page:
https://huggingface.co/datasets/anonyau/ee-bench-v1.0.