•In the northern hemisphere the snow cover ranges
from 7% to 40% during the annual cycle.
•The high albedo, low thermal conductivity and
large spatial/temporal variability impact both the energy and water
budgets.
•Snow adjacent to bare soil causes mesoscale wind
circulations.
•Direct replacement does not account for model
bias.