ML4WX

Observations & remote sensing

Tropical Cyclone Wind Speed Estimation From Satellite Altimeter‐Derived Ocean Parameters

Syarawi M. H. Sharoni, Mohd Nadzri Md Reba, Mohammad Shawkat Hossain

Journal of Geophysical Research Oceans ·

Paper

In one sentence. Regression and neural network models using Jason altimeter ocean parameters estimate tropical cyclone 10 m winds up to 35 m/s with 1 m/s accuracy.

Labels

Topic
Observations & remote sensing, Extremes & hazards
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
Satellite
Status
Research
Identifiers
DOI:10.1029/2020jc016988 OpenAlex:W3138262265
Added
2026-10-22

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