ML4WX

Downscaling & super-resolution

Predictor Selection for CNN-based Statistical Downscaling of Monthly Precipitation

Dangfu Yang, Shengjun Liu, Yamin Hu, Xinru Liu, Jiehong Xie, Liang Zhao

Advances in Atmospheric Sciences · · Institute of Atmospheric Physics, Chinese Academy of Sciences, China Meteorological Administration (CMA)

Paper

In one sentence. Studies predictor selection for CNN-based statistical downscaling of monthly precipitation, aiming to improve regional precipitation fields from large-scale predictors.

Labels

Topic
Downscaling & super-resolution, Post-processing & calibration
Type
New model or method
Method
CNN / U-Net
Time scale
Seasonal to annual
Domain
Regional
Data
Other
Status
Research
Identifiers
DOI:10.1007/s00376-022-2119-x OpenAlex:W4321352841
Added
2026-10-22

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