paper
2021
Post-processing & calibration
New model or method
CNN / U-Net6 h–3 daysInstitute of Atmospheric Physics, Chinese Academy of Sciences Journal
2021-12-13
032
Dec 2021
Wentao Li, Baoxiang Pan, Jiangjiang Xia et al.
Journal of Hydrology
Institute of Atmospheric Physics, Chinese Academy of Sciences
CNN-based statistical post-processing corrects ensemble precipitation forecasts, improving on raw ensemble output for rainfall prediction.
Convolutional neural network-based statistical post-processing of ensemble precipitation forecasts
In one sentence. CNN-based statistical post-processing corrects ensemble precipitation forecasts, improving on raw ensemble output for rainfall prediction.
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.jhydrol.2021.127301 OpenAlex:W4200309788
- Added
- 2026-10-22
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