ML4WX

Observations & remote sensing

Hypothetical Ground Radar-Like Rain Rate Generation of Geostationary Weather Satellite Using Data-to-Data Translation

Yeonjun Kim, Sungwook Hong

IEEE Transactions on Geoscience and Remote Sensing ·

Paper

In one sentence. Adversarial data-to-data translation converts geostationary satellite albedo and brightness temperature into radar-like rainfall over Korea, outperforming GK2A, PERSIANN-CCS and IMERG products.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
GAN or VAE
Domain
Regional
Data
Satellite, Radar
Status
Research
Identifiers
DOI:10.1109/tgrs.2023.3267840 OpenAlex:W4366150263
Added
2026-10-22

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