1. Snow and Permafrost WSL‐Institute for Snow‐ and Avalanche Research SLF Davos Switzerland
2. Oeschger Centre for Climate Change Research University of Bern Switzerland
3. Climate Division Federal Office of Meteorology and Climatology MeteoSwiss Zürich Switzerland
4. Institute of Geography University of Bern Bern Switzerland