It is important to gain knowledge about the microphysical characteristics o
f continental clouds in order to properly understand their formation, their
radiative properties and their ability to produce precipitation. Satellite
s to remotely sense cloud properties, and cloud interactions with aircraft
that fly through them require knowledge of cloud microphysics. Moreover, nu
merical simulations of global climate are sensitive to small systematic cha
nges in cloud optical proper-ties, but very few large datasets are availabl
e that document the characteristics of continental clouds. This paper summa
rizes 9 X 10(4) km of in-cloud measurements made by the Central Aerological
Observatory over the former USSR during 1977-84. Statistical characteristi
cs of total water content (W), extinction coefficient (beta), effective dia
meter (D-eff) and effective concentration (N-eff) are summarized as functio
ns of temperature and cloud type, for measurements archived at 700 m horizo
ntal resolution. The effect of threshold sensitivity, or cloud definition,
on the statistical distributions is discussed. Decreases of W, and N-eff wi
th colder temperatures are consistent with our general knowledge of cloud f
ormation. For all temperature intervals and cloud types, correlations betwe
en pairs of W, beta and D-eff are too small thereby barring any hope of sim
ple linear parametrizations. Differences in W, beta, D-eff and N-eff for th
e various cloud types indicate changes in cloud formation mechanisms. These
data can assist in verification studies of cloud parametrization schemes i
n general-circulation models, numerical weather-prediction models, and clou
d-resolving models. The problems of cloud type, scale averaging, variabilit
y over a model grid cell, distribution of water between the liquid and ice
phase, and the lumping together of precipitating and non-precipitating clou
ds must be considered in these studies.