ML4WX

Downscaling & super-resolution

Statistical downscaling of daily precipitation over southeastern South America: Assessing the performance in extreme events

Matias Ezequiel Olmo, María Laura Bettolli

International Journal of Climatology ·

Paper

In one sentence. Compares analogue, neural network and GLM statistical downscaling of daily precipitation extremes over southeastern South America; no single method performs best across all aspects.

Labels

Topic
Downscaling & super-resolution, Post-processing & calibration
Type
Evaluation or intercomparison of existing models
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
Station / in-situ, Other
Status
Research
Identifiers
DOI:10.1002/joc.7303 OpenAlex:W3183806273
Added
2026-10-22

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