ML4WX

Extremes & hazards

Deep learning estimation of tropical cyclone intensity along the southeast coast of China using FY-4A satellite

Linli CUI, Zhao CHEN, Xingxing YU, Guangchen CHEN, Xiaofeng Wang, Yiwen LU, Wei Guo

National Remote Sensing Bulletin ·

PaperPDF

In one sentence. CNN estimates FY-4A satellite tropical cyclone intensity off southeast China with over 97% class accuracy and 1.75 m/s mean absolute error.

Labels

Topic
Extremes & hazards, Observations & remote sensing
Type
New model or method
Method
CNN / U-Net
Domain
Regional
Data
Satellite
Status
Research
Identifiers
DOI:10.11834/jrs.20209124 OpenAlex:W4383117950
Added
2026-10-22

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