Albedo of three-dimensionally inhomogeneous mixed-phase clouds at visible w
avelengths have been calculated by means of a Monte Carlo radiative transfe
r model. The cloud physical properties, liquid water, ice, snow, and rain,
have been obtained from the non-hydrostatic mesoscale atmospheric model GES
IMA. Monte Carlo results are shown for a hierarchy of simplifications in cl
oud geometry ranging from clouds with spatial variability of both optical t
hickness and microphysical properties to plane-parallel homogeneous clouds
with prescribed microphysical properties. The results clearly demonstrate t
he albedo reduction due to cloud inhomogeneity compared to plane-parallel h
omogeneous water clouds (albedo bias). It is shown that the albedo bias is
caused in about equal parts by internal cloud inhomogeneities and by horizo
ntally finiteness of clouds. A detailed consideration of spatial variation
in single scattering properties does not appear to be critical for realisti
c radiative transfer calculations. (C) 1999 Elsevier Science Ltd. All right
s reserved.