1. National Snow and Ice Data Center, University of Colorado Boulder, Boulder, Colorado, USA
2. Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, USA
3. Earth Sciences Department, University College of London, London, UK
4. Department of Civil, Environmental, and Architectural Engineering, University of Colorado Boulder, Boulder, CO, USA