wildfire forecasting

The project intends to reproduce the Fire Forecasting capabilities of GEFF using Deep Learning and develop further improvements in accuracy, geography and time scale through inclusion of additional variables or optimization of model architecture and hyperparameters.

deep-learning earth-observation gis remote-sensing wildfire-forecasting

Biosphere - Wildfire - Last synced: 17 Jun 2026 - Ranking: 5.4

Mesogeos

A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean.

datacube deep-learning forests mediterranean wildfire-forecasting zarr

Biosphere - Wildfire - Last synced: 17 Jun 2026 - Ranking: 5.3

Pyronear Risks

The pyro-risks project aims at providing the pyronear-platform with a machine learning based wildfire forecasting capability.

python3 scikit-learn wildfire-forecasting

Biosphere - Wildfire - Last synced: 17 Jun 2026 - Ranking: -Infinity