paper
2021
Downscaling & super-resolution
Extremes & hazards New model or method
CNN / U-Net Journal
2021-04-01
026
Apr 2021
Fang Wang, Di Tian, Lisa L. Lowe et al.
Water Resources Research
SRDRN residual CNN downscales daily precipitation and temperature from 100 km to 4 km, reproduces extremes, and transfers across regions.
Downscaling & super-resolution
Deep Learning for Daily Precipitation and Temperature Downscaling
In one sentence. SRDRN residual CNN downscales daily precipitation and temperature from 100 km to 4 km, reproduces extremes, and transfers across regions.
Labels
- Topic
- Downscaling & super-resolution, Extremes & hazards
- Type
- New model or method
- Method
- CNN / U-Net
- Domain
- Regional
- Data
- Other
- Status
- Research
- Identifiers
- DOI:10.1029/2020wr029308 OpenAlex:W3154650405
- Added
- 2026-10-22
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