paper
2021
Nowcasting
New model or method
CNN / U-Net0–6 hColorado State University (incl. CIRA) Journal
2021-02-16
026
Feb 2021
Lei Han, Yangyang Zhao, Haonan Chen et al.
IEEE Transactions on Geoscience and Remote Sensing
Colorado State University (incl. CIRA)
Transfers a CNN radar nowcaster trained near Beijing to Guangzhou via fine-tuning and MMD, improving skill with only small target-domain datasets.
Advancing Radar Nowcasting Through Deep Transfer Learning
In one sentence. Transfers a CNN radar nowcaster trained near Beijing to Guangzhou via fine-tuning and MMD, improving skill with only small target-domain datasets.
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.2021.3056470 OpenAlex:W3133088081
- Added
- 2026-10-22
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