Why Assimilate?
Accurate initial conditions for the land surface are
necessary for accurate predictions of precipitation.
LSM spin-up does not guarantee correct land
surface initialization.
Errors in land surface forecasts result from:
The memory of errors in LSM initialization.
Errors in atmospheric forcing data.
Errors in LSM physics.
Errors in soil and topographic data.