paper
2021
Extremes & hazards
New model or method
GAN or VAECNN / U-Net6 h–3 days Journal
2021-12-03
012
Dec 2021
Yuqiao Wu, Xiaoyi Geng, Zili Liu et al.
IEEE Geoscience and Remote Sensing Letters
Multitask framework uses an improved GAN to predict tropical cyclone fields, then networks extract track and intensity, with 24-h track error 116 km and intensity error 13.06 kt.
Tropical Cyclone Forecast Using Multitask Deep Learning Framework
In one sentence. Multitask framework uses an improved GAN to predict tropical cyclone fields, then networks extract track and intensity, with 24-h track error 116 km and intensity error 13.06 kt.
Labels
- Topic
- Extremes & hazards
- Type
- New model or method
- Method
- GAN or VAE, CNN / U-Net
- Time scale
- 6 h–3 days
- Domain
- Regional
- Data
- Satellite, Other
- Status
- Research
- Identifiers
- DOI:10.1109/lgrs.2021.3132395 OpenAlex:W4205380839
- Added
- 2026-10-22
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