ML4WX

Downscaling & super-resolution

A high-precision prediction method for coarse grids based on deep learning and the Weather Research and Forecasting model

Junyi He, Xinyu Liu, Hanqing Wang, Dongnan Zhu, Zhenming Liu

Theoretical and Applied Climatology ·

PaperPDF

In one sentence. Deep learning method improves WRF predictions on coarse grids; the abstract is unavailable, so the approach is inferred from the title only.

Labels

Topic
Downscaling & super-resolution, Regional & km-scale models
Type
New model or method
Method
CNN / U-Net
Domain
Regional
Data
Other
Status
Research
Identifiers
DOI:10.1007/s00704-023-04592-0 OpenAlex:W4386055516
Added
2026-10-22

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