“…As a result, a number of snow studies have been undertaken using an array of in-situ based Barber, Papakyriakou, & LeDrew, 1994;Barber, Papakyriakou, LeDrew, & Shokr, 1995;Barber, Reddan, & LeDrew, 1995;Iacozza & Barber, 2010;Strum, Holmgren, & Perovich, 2002), laboratory based (Bredow & Gogineni, 1990;Lytle, Jezek, Hosseinmostafa, & Gogineni, 1993) and satellite imagery based techniques (Barber & Nghiem, 1999;Kwork et al, 2011;Markus, Powell, & Wang, 2006;Yackel & Barber, 2007). In-situ and laboratory methods are useful for micro-scale snow analysis but are practically unviable when snow thickness information at large spatial and high temporal scales is required.…”