1. Department of Geography, University of British Columbia, Vancouver, BC V6T 1Z2, Canada.
2. WSL Institute for Snow and Avalanche Research SLF, 7260 Davos Dorf, Switzerland.
3. Swiss Federal Institute for Forest, Snow and Landscape Research WSL, 8903 Birmensdorf, Switzerland.