paper
2022
Downscaling & super-resolution
New model or method
CNN / U-NetOak Ridge National Laboratory Other
2022-01-13
022
Jan 2022
Linsey Sara Passarella, Salil Mahajan, Anikesh Pal et al.
preprint
Oak Ridge National Laboratory
FSRCNN-ESM, a modified fast super-resolution CNN, downscales E3SM climate output from 1° to 0.25° over North America with better accuracy than baselines.
Downscaling & super-resolution
Super Resolution Reconstruction of E3SM Data Using a FSRCNN
In one sentence. FSRCNN-ESM, a modified fast super-resolution CNN, downscales E3SM climate output from 1° to 0.25° over North America with better accuracy than baselines.
Labels
- Topic
- Downscaling & super-resolution
- Type
- New model or method
- Method
- CNN / U-Net
- Domain
- Regional
- Data
- CMIP / climate model output
- Status
- Research
- Identifiers
- DOI:10.1002/essoar.10510140.1 OpenAlex:W4225934569
- Added
- 2026-10-22
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