ML4WX

Downscaling & super-resolution

Conjunction of wavelet-entropy and SOM clustering for multi-GCM statistical downscaling

Aida Hosseini Baghanam, Vahid Nourani, Mohammad-Ali Keynejad, Hassan Taghipour, Mohammad Taghi Aalami

Hydrology research ·

PaperPDF

In one sentence. Wavelet-entropy and SOM predictor selection with ANN downscales multi-GCM station rainfall, projecting a 21–29% rainfall decrease for 2017–2050.

Labels

Topic
Downscaling & super-resolution, Post-processing & calibration
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Time scale
Climate projections / centennial
Domain
Local / station
Data
CMIP / climate model output, ERA5 / reanalysis
Status
Research
Identifiers
DOI:10.2166/nh.2018.169 OpenAlex:W2789274210
Added
2026-10-22

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