ML4WX

Observations & remote sensing

A Novel CNN-Based Radar Reflectivity Retrieval Network Using Geostationary Satellite Observations

Jianwei Si, Xingwang Li, Haonan Chen, Lei Han

IEEE Geoscience and Remote Sensing Letters · · Colorado State University (incl. CIRA)

Paper

In one sentence. Proposes FR-CNN with feature redistribution and parallel attention to retrieve radar reflectivity from geostationary satellite data, outperforming U-Net on POD, FAR and CSI.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
CNN / U-Net
Domain
Regional
Data
Satellite, Radar
Status
Research
Identifiers
DOI:10.1109/lgrs.2023.3332844 OpenAlex:W4388691823
Added
2026-10-22

Labels and summary are generated by Claude and reviewed weekly. Wrong? Edit this entry.