ML4WX

Downscaling & super-resolution

Temporal downscaling of precipitation from climate model projections using machine learning

Azin Al Kajbaf, Michelle Bensi, Kaye L. Brubaker

Stochastic Environmental Research and Risk Assessment ·

Paper

In one sentence. Applies machine learning to temporally downscale precipitation from climate model projections to finer time steps; no abstract was available, so details are limited.

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:10.1007/s00477-022-02259-2 OpenAlex:W4284967519
Added
2026-10-22

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