paper
2023
Downscaling & super-resolution
Observations & remote sensing New model or method
CNN / U-Net Journal
2023-01-01
012
Jan 2023
Andrew Geiss, Joseph Clinton Hardin
Artificial Intelligence for the Earth Systems
Differentiable operator enforces exact conservation of low-resolution values in CNN super-resolution, tested on radar, satellite and climate model data.
Downscaling & super-resolution
Strictly Enforcing Invertibility and Conservation in CNN-Based Super Resolution for Scientific Datasets
In one sentence. Differentiable operator enforces exact conservation of low-resolution values in CNN super-resolution, tested on radar, satellite and climate model data.
Labels
- Topic
- Downscaling & super-resolution, Observations & remote sensing
- Type
- New model or method
- Method
- CNN / U-Net
- Data
- Satellite, Other
- Status
- Research
- Identifiers
- DOI:10.1175/aies-d-21-0012.1 OpenAlex:W4321612349
- Added
- 2026-10-22
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