paper
2023
Downscaling & super-resolution
Applications & impacts New model or method
OtherClimate projections / centennial Preprint
2023-04-13
016
Apr 2023
Grant Buster
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
Generative ML downscales daily CMIP GCM output to hourly 4 km weather for wind, solar, temperature and humidity, enabling grid studies under climate change.
Downscaling & super-resolution
Spatiotemporal Super-Resolution with Generative Machine Learning for Creating Renewable Energy Resource Data Under Climate Change Scenarios
In one sentence. Generative ML downscales daily CMIP GCM output to hourly 4 km weather for wind, solar, temperature and humidity, enabling grid studies under climate change.
Labels
- Topic
- Downscaling & super-resolution, Applications & impacts
- Type
- New model or method
- Method
- Other
- Time scale
- Climate projections / centennial
- Domain
- Regional
- Data
- CMIP / climate model output
- Status
- Research
- Identifiers
- OpenAlex:W4365461164
- Added
- 2026-10-22
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