paper
2021
Nowcasting
New model or method
CNN / U-Net0–6 hColorado State University (incl. CIRA) Journal
2021-08-06
032
Aug 2021
Lei Han, Liang He, Haonan Chen et al.
IEEE Transactions on Geoscience and Remote Sensing
Colorado State University (incl. CIRA)
U-Net on five radar frames predicts convective reflectivity, matching TrajGRU and outperforming TREC with a simpler CNN.
Convective Precipitation Nowcasting Using U-Net Model
In one sentence. U-Net on five radar frames predicts convective reflectivity, matching TrajGRU and outperforming TREC with a simpler CNN.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Method
- CNN / U-Net
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Radar
- Status
- Research
- Identifiers
- DOI:10.1109/tgrs.2021.3100847 OpenAlex:W3199775909
- Added
- 2026-10-22
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