paper
2022
Extremes & hazards
New model or method
CNN / U-Net6 h–3 days Journal
2022-05-18
016
May 2022
Sarah M. Griffin, Anthony Wimmers, Christopher S. Velden
Weather and Forecasting
I-RI CNN uses satellite imagery and scalar features to predict tropical cyclone rapid intensification, beating operational guidance at 12- and 24-h leads in the Atlantic.
Predicting Rapid Intensification in North Atlantic and Eastern North Pacific Tropical Cyclones Using a Convolutional Neural Network
In one sentence. I-RI CNN uses satellite imagery and scalar features to predict tropical cyclone rapid intensification, beating operational guidance at 12- and 24-h leads in the Atlantic.
Labels
- Topic
- Extremes & hazards
- Type
- New model or method
- Method
- CNN / U-Net
- Time scale
- 6 h–3 days
- Domain
- Regional
- Data
- Satellite
- Status
- Research
- Identifiers
- DOI:10.1175/waf-d-21-0194.1 OpenAlex:W4280638911
- Added
- 2026-10-22
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