ML4WX

Observations & remote sensing

A Machine Learning System for Precipitation Estimation Using Satellite and Ground Radar Network Observations

Haonan Chen, V. Chandrasekar, Robert C. Cifelli, Pingping Xie

IEEE Transactions on Geoscience and Remote Sensing · · NOAA (incl. GFDL, PSL, GSL, NCEP/EMC), Colorado State University (incl. CIRA)

Paper

In one sentence. An MLP fuses geostationary and LEO satellite data with dual-polarization ground radar to improve precipitation estimates over Dallas-Fort Worth.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Other
Domain
Regional
Data
Satellite, Radar
Status
Research
Identifiers
DOI:10.1109/tgrs.2019.2942280 OpenAlex:W2980276221
Added
2026-10-22

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