1. Postdoctoral Researcher, Mobiliar Laboratories for Natural Risk, Oeschger Centre for Climate Change Research, Institute of Geography, Univ. of Bern, Hallerstrasse 12, CH-3012 Bern, Switzerland; Zurich Insurance Group, Ltd., Austrasse 46, CH-8045 Zurich, Switzerland (corresponding author).
2. Researcher, Electricité de France SA, Division Technique Générale, 21 Ave. de l’Europe, 38040 Grenoble, France.
3. Postdoctoral Researcher, Mobiliar Laboratories for Natural Risk, Oeschger Centre for Climate Change Research, Institute of Geography, Univ. of Bern, Hallerstrasse 12, CH-3012 Bern, Switzerland. ORCID:
4. Professor for Hydrology, Mobiliar Laboratories for Natural Risk, Oeschger Centre for Climate Change Research, Institute of Geography, Univ. of Bern, Hallerstrasse 12, CH-3012 Bern, Switzerland.