paper
2022
Extremes & hazards
Downscaling & super-resolution New model or method
6 h–3 daysMétéo-France (incl. CNRM)Inria Journal
2022-04-05
047
Apr 2022
Frédéric Allaire, Jean‐Baptiste Filippi, Vivien Mallet et al.
International Journal of Wildland Fire
Météo-France (incl. CNRM), Inria
DeepFire neural emulator of fire spread turns high-resolution weather forecasts into next-day fire danger maps and ensembles for 13 Corsican fires.
Simulation-based high-resolution fire danger mapping using deep learning
In one sentence. DeepFire neural emulator of fire spread turns high-resolution weather forecasts into next-day fire danger maps and ensembles for 13 Corsican fires.
Labels
- Topic
- Extremes & hazards, Downscaling & super-resolution
- Type
- New model or method
- Time scale
- 6 h–3 days
- Domain
- Local / station
- Data
- NWP analysis or forecasts (IFS, GFS, ...), Other
- Status
- Pre-operational / experimental
- Identifiers
- DOI:10.1071/wf21143 OpenAlex:W3158150706
- Added
- 2026-10-22
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