ML4WX

Extremes & hazards

Improving cyclone wind fields using deep convolutional neural networks and their application in extreme events

Siva Srinivas Kolukula, P. L. N. Murty

Progress In Oceanography ·

Paper

In one sentence. Applies deep convolutional neural networks to improve tropical cyclone wind field estimates for extreme event analysis.

Labels

Topic
Extremes & hazards, Observations & remote sensing
Type
New model or method
Method
CNN / U-Net
Domain
Regional
Data
Other
Status
Research
Identifiers
DOI:10.1016/j.pocean.2022.102763 OpenAlex:W4211146548
Added
2026-10-22

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