Integrated satellite assessment of regional trends in snowmelt and frozen ground conditions over the pan-Arctic

Youngwook Kim, University of Montana, Numerical Terradynamic Simulation Group, W.A. Franke College of Forestry & Conservation, Missoula, MT, United States, John S Kimball, University of Montana, Numerical Terradynamic Simulation Group, College of Forestry & Conservation, Missoula, MT, United States, David A Robinson, Rutgers University, Department of Geography, Piscataway, NJ, United States and Christopher Derksen, Environment and Climate Change Canada, Climate Research Division, Toronto, ON, Canada