In this Focus Area we will develop ML algorithms to forecast ice sheet mass loss on a century-scale, extract spatiotemporal patterns in surface mass balance, hydrology, and atmospheric drivers and spatial-temporal pattern mining for data-driven understanding of ice dynamics.
Team Leads
Shashi Shekhar, Co-PI
University of Minnesota
Andy Aschwanden
University of Alaska Fairbanks, Glaciers Group
Aneesh Subramanian
University of Colorado Boulder
Team Members