ML4WX

Downscaling & super-resolution

New Approach to Multisite Downscaling of Precipitation by Identifying Different Set of Atmospheric Predictor Variables

Bidroha Basu, María Nogal, Alan O’Connor

Journal of Hydrologic Engineering ·

PaperPDF

In one sentence. Support vector regression multisite precipitation downscaling with climatological sub-regions, producing 2012–2050 rainfall projections for Ireland under four RCP scenarios.

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
Status
Research
Identifiers
DOI:10.1061/(asce)he.1943-5584.0001900 OpenAlex:W3008901926
Added
2026-10-22

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