paper
2019
Downscaling & super-resolution
New model or method
Classical ML (trees, GP, linear, kernels)Climate projections / centennial Other
2019-04-22
008
Apr 2019
Aavudai Anandhi
preprint
Support vector machine downscales CGCM3 wind speed projections to an Indian river basin under SRES scenarios, then disaggregates to daily values with a k-nearest neighbour method.
Downscaling & super-resolution
Downscaling and Disaggregation of Wind Speed to River Basin in India for IPCC SRES Scenarios
In one sentence. Support vector machine downscales CGCM3 wind speed projections to an Indian river basin under SRES scenarios, then disaggregates to daily values with a k-nearest neighbour method.
Labels
- Topic
- Downscaling & super-resolution
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Time scale
- Climate projections / centennial
- Domain
- Regional
- Data
- CMIP / climate model output, NWP analysis or forecasts (IFS, GFS, ...)
- Status
- Research
- Identifiers
- OpenAlex:W2965661152
- Added
- 2026-10-22
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