A regional version of a two-layer model is used to simulate marine bou
ndary-layer clouds over an area (20-degrees - 42-degrees-N and 117-deg
rees - 145-degrees-W) of the eastern North Pacific. The large-scale co
nditions required for the model are provided by European Centre for Me
dium-Range Weather Forecasts analyses and the Comprehensive Ocean-Atmo
sphere Data Set. The simulated cloud-top height and fractional cloudin
ess are compared with satellite data. The model predicts a realistic p
attern of cloud-top height, although the heights appear to be overesti
mated in the southwest and underestimated along the eastern border of
the domain. The overall simulated cloudiness is qualitatively comparab
le to the satellite derived, but the model predicts excessive cloudine
ss over cold ocean surfaces and insufficient cloudiness over an area c
entered at 30-degrees-N, 130-degrees-W. The possible causes for these
discrepancies are discussed. Budget studies show that horizontal advec
tion contributes substantially to the cloud-top height and cloud-layer
moisture budgets. Thus, one may need to consider the effects of horiz
ontal advection when validating steady-state solutions of a one-dimens
ional model. The simulated cloudiness is shown to be sensitive to larg
e-scale subsidence, moisture above the clouds, and drizzle. An increas
e in the large-scale divergence by 2 x 10(-6) s-1 decreases average cl
oudiness for the area by 30%. An increase in the moisture at 850 mb by
2 g kg-1 increases the cloudiness by 20%. The suppression of drizzle
in the model increases the cloudiness by 34% and significantly changes
its pattern.