paper
2021
Downscaling & super-resolution
Application study
Classical ML (trees, GP, linear, kernels) Journal
2021-12-31
008
Dec 2021
정회원,한국에너지기술연구원, 공학박사, Je-Hyun Lee, Jin Young Kim et al.
한국풍공학회지
Random forest on topographic features reproduces global ERA5 wind speed with R2 of 1.00, suggesting reanalysis wind can be downscaled for wind resource assessment.
Downscaling & super-resolution
Regression Analysis on Global Wind Speed Using Reanalysis Data
In one sentence. Random forest on topographic features reproduces global ERA5 wind speed with R2 of 1.00, suggesting reanalysis wind can be downscaled for wind resource assessment.
Labels
- Topic
- Downscaling & super-resolution
- Type
- Application study
- Method
- Classical ML (trees, GP, linear, kernels)
- Domain
- Global
- Data
- ERA5 / reanalysis
- Status
- Research
- Identifiers
- DOI:10.37109/weik.2021.25.4.165 OpenAlex:W4210630787
- Added
- 2026-10-22
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