paper
2020
Downscaling & super-resolution
New model or method
CNN / U-NetNSF NCAR / UCAR Journal
2020-11-16
061
Nov 2020
Yingkai Sha, David John Gagne, Gregory West et al.
Journal of Applied Meteorology and Climatology
NSF NCAR / UCAR
Nest-UNet, a UNet variant with nested skip connections, downscales daily precipitation from 0.25° to 4 km over western North America, outperforming bias-correction baselines.
Downscaling & super-resolution
Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain. Part II: Daily Precipitation
In one sentence. Nest-UNet, a UNet variant with nested skip connections, downscales daily precipitation from 0.25° to 4 km over western North America, outperforming bias-correction baselines.
Labels
- Topic
- Downscaling & super-resolution
- Type
- New model or method
- Method
- CNN / U-Net
- Domain
- Regional
- Data
- Other
- Status
- Research
- Identifiers
- DOI:10.1175/jamc-d-20-0058.1 OpenAlex:W3099309371
- Added
- 2026-10-22
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