paper
2019
Nowcasting
Extremes & hazards New model or method
CNN / U-Net0–6 h Other
2019-01-01
012
Jan 2019
Ryan Lagerquist, Homeyer, Cameron, Mcgovern, Amy et al.
preprint
Develops and interprets deep learning models for nowcasting convective hazards, with attention to model explainability.
Development and interpretation of deep-learning models for nowcasting convective hazards
In one sentence. Develops and interprets deep learning models for nowcasting convective hazards, with attention to model explainability.
Labels
- Topic
- Nowcasting, Extremes & hazards
- Type
- New model or method
- Method
- CNN / U-Net
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Radar, Satellite
- Status
- Research
- Identifiers
- DOI:10.13140/rg.2.2.22218.82885 OpenAlex:W3118671649
- Added
- 2026-10-22
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