Land Surface Model Data Assimilation for Atmospheric Prediction

Accurate latent and sensible heat flux prediction in response to land surface soil moisture at mid-latitudes has been shown to be as important as sea surface temperature in making accurate precipitation prediction at mid-latitudes over land (Koster et al., 2000). Unfortunately, land surface models typically give a poor prediction of soil moisture and atmospheric feedback, with larg