paper
2024
Downscaling & super-resolution
Benchmarks, datasets & evaluation Review, survey or tutorial
Climate projections / centennialNSF NCAR / UCAR Journal
2024-04-01
051
Apr 2024
Neelesh Rampal, Sanaa Hobeichi, Peter B. Gibson et al.
Artificial Intelligence for the Earth Systems
NSF NCAR / UCAR
Review of machine learning for empirical climate downscaling, covering out-of-distribution generalization, extremes, and a proposed evaluation framework for downscaling algorithms.
Downscaling & super-resolution
Enhancing Regional Climate Downscaling through Advances in Machine Learning
In one sentence. Review of machine learning for empirical climate downscaling, covering out-of-distribution generalization, extremes, and a proposed evaluation framework for downscaling algorithms.
Labels
- Topic
- Downscaling & super-resolution, Benchmarks, datasets & evaluation
- Type
- Review, survey or tutorial
- Time scale
- Climate projections / centennial
- Domain
- Regional
- Data
- CMIP / climate model output
- Status
- Research
- Identifiers
- DOI:10.1175/aies-d-23-0066.1 OpenAlex:W4392550838
- Added
- 2026-10-22
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