ML4WX

Extremes & hazards

Vision Transformer for Extracting Tropical Cyclone Intensity from Satellite Images

Ye Tian, Wenhui Zhou, Paxson K. Y. Cheung, Zhenchen Liu

Advances in Atmospheric Sciences · · Fudan University (FuXi)

Paper

In one sentence. Applies a Vision Transformer to satellite images to estimate tropical cyclone intensity directly.

Labels

Topic
Extremes & hazards, Observations & remote sensing
Type
New model or method
Method
Transformer / ViT
Data
Satellite
Status
Research
Identifiers
DOI:10.1007/s00376-024-3191-1 OpenAlex:W4405179855
Added
2026-10-22

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