A three-dimensional, nonhydrostatic, nested grid version of the Colora
do State University Regional Atmospheric Modeling System (RAMS) was us
ed to perform simulations of an actual dryline that was observed as pa
rt of the COPS-91 field experiment on 15 May 1991. A control run desig
ned to reproduce the observed conditions as accurately as possible was
generated and verified against standard National Weather Service obse
rvations, PAM-II observations, M-CLASS soundings, and vertical cross-s
ectional analyses obtained from the NOAA P-3 aircraft. A representativ
e heterogeneous soil moisture field for use in the control simulation
was generated using an antecedent precipitation index (API). Represent
ative vegetation coverage based on the USGS normalized difference vege
tation index (NDVI) dataset was input into the model. An additional si
mulation using a homogeneous soil moisture field is compared to the co
ntrol run. Results of study indicate that the use of realistic heterog
eneous soil moisture and vegetation may be extremely important for acc
urate prediction of dryline formation and morphology. The effect of va
riable soil moisture appears to be first order, with large impacts on
the strength of the thermal and moisture gradients along the dryline,
as well as its position, structure, and movement.