The ExEBench Datasets are collected from weather and earth observation data from diverse sources.
Datasets and Tasks
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-… See the full description on the dataset page:
https://huggingface.co/datasets/anonyau/ee-bench.
