paper
2024
Extremes & hazards
Nowcasting New model or method
CNN / U-Net0–6 hFudan University (FuXi)Nanjing University of Information Science & Technology (NUIST) Journal
2024-03-12
047
Mar 2024
Wei Tian, Yuanyuan Chen, Ping Song et al.
Weather and Forecasting
Fudan University (FuXi), Nanjing University of Information Science & Technology (NUIST)
STAC-Pred dual-branch attention CNN improves western North Pacific tropical cyclone 3- and 6-h intensity forecasts over official baselines by 47.69% and 28.26%.
Predicting the Intensity of Tropical Cyclones over the Western North Pacific Using a Dual-Branch Spatiotemporal Attention Convolutional Network
In one sentence. STAC-Pred dual-branch attention CNN improves western North Pacific tropical cyclone 3- and 6-h intensity forecasts over official baselines by 47.69% and 28.26%.
Labels
- Topic
- Extremes & hazards, Nowcasting
- Type
- New model or method
- Method
- CNN / U-Net
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Satellite
- Status
- Research
- Identifiers
- DOI:10.1175/waf-d-23-0191.1 OpenAlex:W4392698993
- Added
- 2026-10-22
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