ML4WX

Extremes & hazards

Tropical cyclone detection in South Pacific and Atlantic coastal area using optical flow estimation and RESNET deep learning model

Nagu Malothu, Varre Venkata Kanaka Durga Vara Prasad, Battula Tirumala Krishna

Acta Geophysica ·

Paper

In one sentence. Detects tropical cyclones in South Pacific and Atlantic coastal imagery by combining optical flow estimation with a ResNet deep learning classifier. Abstract unavailable.

Labels

Topic
Extremes & hazards, Observations & remote sensing
Type
New model or method
Method
CNN / U-Net
Domain
Regional
Data
Satellite
Status
Research
Identifiers
DOI:10.1007/s11600-022-00849-w OpenAlex:W4292457828
Added
2026-10-22

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