About the Authors

Laura Niggli

Roles Conceptualization, Investigation, Methodology, Visualization, Writing – original draft

laura.niggli@geo.uzh.ch

Affiliation Department of Geography, University of Zurich, Zurich, Switzerland

Christian Huggel

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Writing – review & editing

Affiliation Department of Geography, University of Zurich, Zurich, Switzerland

Veruska Muccione

Roles Conceptualization, Methodology, Supervision, Visualization, Writing – review & editing

Affiliation Department of Geography, University of Zurich, Zurich, Switzerland

Raphael Neukom

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Visualization, Writing – review & editing

Affiliations Department of Geography, University of Zurich, Zurich, Switzerland, Department of Geosciences, University of Fribourg, Fribourg, Switzerland

Nadine Salzmann

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Writing – review & editing

Affiliations WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland, Climate Change, Extremes and Natural Hazards in Alpine Regions Research Center CERC, Davos, Switzerland

Competing Interests

The authors have declared that no competing interests exist.