ML4WX

Climate analysis & attribution

40 Years of Föhn Winds on the Antarctic Peninsula: Impact on Surface Melt from 1979-2018

Matthew K. Laffin, Charles Sutton Zender, Sameer Singh, Jan Melchior van Wessem

Preprint ·

Paper

In one sentence. A machine-learning föhn detector trained on Antarctic weather stations finds föhn-driven melt strongest near Larsen C, with no significant increase over 1979-2018.

Labels

Topic
Climate analysis & attribution, Extremes & hazards
Type
Application study
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
Station / in-situ, ERA5 / reanalysis, Other
Status
Research
Identifiers
DOI:10.1002/essoar.10501254.1 OpenAlex:W2996002457
Added
2026-10-22

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