paper
2021
Nowcasting
Observations & remote sensing New model or method
CNN / U-Net0–6 h Journal
2021-09-27
016
Sep 2021
Ryan Lagerquist, Jebb Q. Stewart, Imme Ebert‐Uphoff et al.
Monthly Weather Review
U-Nets forecast convection coverage from Himawari-8 brightness temperatures up to 120 minutes, beating persistence at lead times of 60 minutes and beyond.
Using Deep Learning to Nowcast the Spatial Coverage of Convection from Himawari-8 Satellite Data
In one sentence. U-Nets forecast convection coverage from Himawari-8 brightness temperatures up to 120 minutes, beating persistence at lead times of 60 minutes and beyond.
Labels
- Topic
- Nowcasting, Observations & remote sensing
- Type
- New model or method
- Method
- CNN / U-Net
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Satellite, Radar
- Status
- Research
- Identifiers
- DOI:10.1175/mwr-d-21-0096.1 OpenAlex:W3202041678
- Added
- 2026-10-22
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