Dirty and clean snow
A thin layer of dust, soot, or other dark material usually makes snow melt faster: impurities lower snow’s reflectivity, so it absorbs more solar energy. However, a sufficiently thick debris layer can insulate ice and slow melting.
Dark impurities speed melt; thick debris can insulate
