paper
2023
Climate analysis & attribution
Application study
CNN / U-NetSeasonal to annualFudan University (FuXi)Institute of Atmospheric Physics, Chinese Academy of Sciences Journal
2023-08-11
047
Aug 2023
Xuan Tong, Zhongwei Yan, Wen Zhou et al.
Journal of Climate
Fudan University (FuXi), Institute of Atmospheric Physics, Chinese Academy of Sciences
Explainable CNN on 1200-year simulations attributes North China summer precipitation variability to PDO and AMO sea surface temperature patterns, with 96-98% accuracy.
Climate analysis & attribution
Multidecadal Oceanic Modulation of Summer Precipitation in North China in 1200-Year Global Climate Simulations
In one sentence. Explainable CNN on 1200-year simulations attributes North China summer precipitation variability to PDO and AMO sea surface temperature patterns, with 96-98% accuracy.
Labels
- Topic
- Climate analysis & attribution
- Type
- Application study
- Method
- CNN / U-Net
- Time scale
- Seasonal to annual
- Domain
- Regional
- Data
- CMIP / climate model output
- Status
- Research
- Identifiers
- DOI:10.1175/jcli-d-22-0693.1 OpenAlex:W4385758380
- Added
- 2026-10-22
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