Data Assimilation: Importance of Snow
• 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.
NCEP-Eta Snow Updating