ML4WX

Downscaling & super-resolution

Understanding climate change with statistical downscaling and machine learning

Julie Jebeile, Vincent Lam, Tim Räz

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In one sentence. Philosophical analysis of how statistical downscaling and machine learning contribute to understanding climate change; a perspective piece rather than a new method.

Labels

Topic
Downscaling & super-resolution
Type
Position or perspective paper
Time scale
Climate projections / centennial
Status
Research
Identifiers
DOI:10.1007/s11229-020-02865-z OpenAlex:W3088559633
Added
2026-10-22

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