ML4WX

Observations & remote sensing

Sea Surface Wind Speed Retrieval from MTVZA-GYa Data

Elizaveta V. Zabolotskikh, S. M. Azarov, M. A. Zhivotovskaya

Russian Meteorology and Hydrology ·

Paper

In one sentence. Neural network retrieves sea-surface wind speed from the MTVZA-GYa microwave radiometer, matching AMSR2 with 1.6 m/s RMS difference and mapping tropical cyclone winds.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Global
Data
Satellite
Status
Research
Identifiers
DOI:10.3103/s1068373923080022 OpenAlex:W4389389215
Added
2026-10-22

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