paper
2022
Extremes & hazards
Regional & km-scale models New model or method
CNN / U-NetMétéo-France (incl. CNRM) Journal
2022-02-01
051
Feb 2022
Arnaud Mounier, Laure Raynaud, Lucie Rottner et al.
Artificial Intelligence for the Earth Systems
Météo-France (incl. CNRM)
A CNN detects bow echoes in French kilometre-scale model output with 86% hit rate and 39% false alarms, and forecasters found the products useful.
Detection of Bow Echoes in Kilometer-Scale Forecasts Using a Convolutional Neural Network
In one sentence. A CNN detects bow echoes in French kilometre-scale model output with 86% hit rate and 39% false alarms, and forecasters found the products useful.
Labels
- Topic
- Extremes & hazards, Regional & km-scale models
- Type
- New model or method
- Method
- CNN / U-Net
- Domain
- Regional
- Data
- km-scale or high-res simulation
- Status
- Pre-operational / experimental
- Identifiers
- DOI:10.1175/aies-d-21-0010.1 OpenAlex:W4289827130
- Added
- 2026-10-22
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