ML4WX

Observations & remote sensing

A Novel Approach to SAR Ocean Wind Retrieval

Vegard Nilsen, Geir Engen, Harald Johnsen

IEEE Transactions on Geoscience and Remote Sensing ·

Paper

In one sentence. Bayesian model using SAR spectral parameters retrieves ocean surface wind with about 1.7 m/s speed and 49° direction standard deviation against ECMWF.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Global
Data
Satellite, NWP analysis or forecasts (IFS, GFS, ...)
Status
Research
Identifiers
DOI:10.1109/tgrs.2019.2909838 OpenAlex:W2944603415
Added
2026-10-22

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