ML4WX

Climate analysis & attribution

Climatology and Evolution of the Antarctic Peninsula Föhn Wind‐Induced Melt Regime From 1979–2018

Matthew K. Laffin, Charles Sutton Zender, Sameer Singh, Jan Melchior van Wessem, Smeets Cjpp, Carleen H. Reijmer

Journal of Geophysical Research Atmospheres ·

PaperPDF

In one sentence. A machine learning föhn detection algorithm trained on automatic weather stations maps 1979-2018 föhn-driven Antarctic Peninsula melt, finding 3.1% of total melt.

Labels

Topic
Climate analysis & attribution, Extremes & hazards
Type
Application study
Method
Other
Domain
Regional
Data
ERA5 / reanalysis, Station / in-situ, km-scale or high-res simulation
Status
Research
Identifiers
DOI:10.1029/2020jd033682 OpenAlex:W3093398400
Added
2026-10-22

Labels and summary are generated by Claude and reviewed weekly. Wrong? Edit this entry.