An explicit cloud prediction model has been developed and incorporated
into the Era Model at the National Centers for Environmental Predicti
on. In this scheme, only one predictive variable, cloud mixing ratio,
is added to the model's prognostic equations to represent both cloud l
iquid water and cloud ice. Precipitation is diagnostically calculated
from cloud mixing ratio. Extensive tests have been performed. The stat
istical results show a significant improvement in the model precipitat
ion forecasts. Diagnostic studies suggest that the inclusion of cloud
ice is important in transferring water vapor to precipitation and in t
he enhancement of latent hear release; the latter subsequently affects
the vertical motion field significantly.