ML4WX

Observations & remote sensing

Retrieval of Barometric Pressure from Satellite Passive Microwave Observations over the Oceans

Zijin Zhang, Xiaolong Dong, Liling Liu, Jieying He

Journal of Geophysical Research Oceans ·

Paper

In one sentence. Back-propagation network retrieves sea surface pressure from ATMS microwave radiances with 2–3.5 hPa RMSE across clear, cloudy and rainy skies.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Global
Data
Satellite, Station / in-situ, ERA5 / reanalysis
Status
Research
Identifiers
DOI:10.1029/2018jc013847 OpenAlex:W2803600826
Added
2026-10-22

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