paper
2019
Post-processing & calibration
New model or method
Classical ML (trees, GP, linear, kernels)6 h–3 days Other
2019-01-01
008
Jan 2019
Quande Sun, Jiao Ruili, Jiangjiang Xia et al.
preprint
Uses machine learning to correct wind speed predictions from a numerical weather prediction model, improving site-level forecast accuracy.
Adjusting Wind Speed Prediction of Numerical Weather Forecast Model Based on Machine Learning Methods
In one sentence. Uses machine learning to correct wind speed predictions from a numerical weather prediction model, improving site-level forecast accuracy.
Labels
- Topic
- Post-processing & calibration
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Time scale
- 6 h–3 days
- Domain
- Local / station
- Data
- NWP analysis or forecasts (IFS, GFS, ...)
- Status
- Research
- Identifiers
- OpenAlex:W3036118026
- Added
- 2026-10-22
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