1. a Centre for Earth Observation Science, University of Manitoba, Winnipeg, Manitoba, Canada
2. b Department of Earth Sciences, University College London, London, United Kingdom
3. c National Snow and Ice Data Center, Cooperative Institute for Research in Environmental Science, University of Colorado Boulder, Boulder, Colorado