ML4WX

Extremes & hazards

Identification of tropical cyclone centre based on satellite images via deep learning techniques

Teng Long, Jiyang Fu, Biao Tong, Pak Wai Chan, Yuncheng He

International Journal of Climatology ·

Paper

In one sentence. YOLOv4 locates tropical cyclone centres in satellite cloud images with over 99% confidence, the best of six deep learning models tested.

Labels

Topic
Extremes & hazards
Type
New model or method
Method
CNN / U-Net
Domain
Global
Data
Satellite
Status
Research
Identifiers
DOI:10.1002/joc.7909 OpenAlex:W4308338323
Added
2026-10-22

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