ML4WX

Observations & remote sensing

High Winds From Combined Active and Passive Measurements of HY-2A Satellite

Xingou Xu, Xiaolong Dong, Di Zhu, Shuyan Lang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·

Paper

In one sentence. An ANN fuses HY-2A radiometer and scatterometer data to retrieve typhoon wind fields, outperforming operational HSCAT winds against GRAPES and H*Wind references.

Labels

Topic
Observations & remote sensing, Extremes & hazards
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
Satellite, NWP analysis or forecasts (IFS, GFS, ...)
Status
Research
Identifiers
DOI:10.1109/jstars.2018.2873257 OpenAlex:W2897345032
Added
2026-10-22

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