ML4WX

Observations & remote sensing

Correcting the bias of daily satellite precipitation estimates in tropical regions using deep neural network

Xiaoying Yang, Shuai Yang, Mou Leong Tan, Hengyang Pan, Hongliang Zhang, Guoqing Wang, Ruimin He, Zimeng Wang

Journal of Hydrology · · Fudan University (FuXi)

Paper

In one sentence. A deep neural network corrects bias in daily satellite precipitation estimates over tropical regions, using ground observations as the reference.

Labels

Topic
Observations & remote sensing, Post-processing & calibration
Type
New model or method
Method
Other
Domain
Regional
Data
Satellite, Station / in-situ
Status
Research
Identifiers
DOI:10.1016/j.jhydrol.2022.127656 OpenAlex:W4214740551
Added
2026-10-22

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