ML4WX

Downscaling & super-resolution

On the use of convolutional neural networks for downscaling daily temperatures over southern South America in a climate change scenario

Rocío Balmaceda-Huarte, Jorge Baño‐Medina, Matias Ezequiel Olmo, María Laura Bettolli

Climate Dynamics ·

Paper

In one sentence. Applies CNN statistical downscaling to daily temperatures over southern South America under climate change scenarios.

Labels

Topic
Downscaling & super-resolution
Type
Application study
Method
CNN / U-Net
Time scale
Climate projections / centennial
Domain
Regional
Data
CMIP / climate model output
Status
Research
Identifiers
DOI:10.1007/s00382-023-06912-6 OpenAlex:W4385839268
Added
2026-10-22

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