ML4WX

Observations & remote sensing

Enhancing Weather Radar Reflectivity Emulation From Geostationary Satellite Data Using Dynamic Residual Convolutional Network

Jianwei Si, Haonan Chen, Lei Han

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

Paper

In one sentence. DRC-Net emulates surface radar reflectivity from geostationary cloud-top data, improving POD, FAR and CSI, including over ocean and mountains.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
CNN / U-Net
Domain
Regional
Data
Radar, Satellite
Status
Research
Identifiers
DOI:10.1109/tgrs.2025.3526220 OpenAlex:W4406089831
Added
2026-10-22

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