Foehn reconstruction for station Ellbögen and Innsbruck

Supplementary material for research article "Stauffer R., Zeileis A., Mayr G.J. Long-term foehn reconstruction combining unsupervised and supervised learning. International Journal of Climatology, The Royal Meteorological Society." containing data for station Ellbögen and Innsbruck (Austria).`ERA5predictors.txt` contains (pseudo-)code for all direct and derived ERA5 variables used in the study. The two ZIP archives `foehnix_Ellboegen.zip` and `foehnix_Innsbruck.zip` contain one comma separated value (CSV) file each, with the high-resolution in-situ observations from the corresponding automated weather stations as used for foehn classification (unsupervised learning; foehnix). The two ZIP archives `reconstruction_Ellboegen.zip` and `reconstruction_Innsbruck.zip` contain two CSV files with the hourly reconstructed time series (supervised learning) from 1940 to 2022. All CSV files contain a header with meta information regarding the format as well as the content of the corresponding file. All data provided is available under the Creative Commons Attribution 4.0 license (see also CSV meta information).