ML4WX

Post-processing & calibration

U-Net-based spatial synergistic correction of gridded summer precipitation forecasts for CMA-MESO in Central China

Guangxin He, Wei Wu, Zhigang Zhang, Zhanshan Ma, Juanzhen Sun, Haonan Chen, Jingjia Luo

Atmospheric Research · · China Meteorological Administration (CMA), Colorado State University (incl. CIRA), NSF NCAR / UCAR, Nanjing University of Information Science & Technology (NUIST)

Paper

In one sentence. A U-Net corrects gridded summer precipitation forecasts from the CMA-MESO model over Central China; the abstract is unavailable, so this summary relies on the title.

Labels

Topic
Post-processing & calibration
Type
New model or method
Method
CNN / U-Net
Time scale
6 h–3 days
Domain
Regional
Data
NWP analysis or forecasts (IFS, GFS, ...)
Status
Research
Identifiers
DOI:10.1016/j.atmosres.2026.109217 OpenAlex:W7168294189
Added
2026-10-22

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