A hypothesis is presented that the irregular shapes of asteroids and c
ometary nuclei can be modeled by using lognormal statistics (Gaussian
random sphere). The Gaussian sphere is fully described by the mean and
covariance function of the radius. A suitable covariance function is
devised here for the generation of sample Gaussian spheres that closel
y resemble the shapes observed for asteroids. To collect more evidence
for the Gaussian hypothesis, assuming simple Lommel-Seeliger and Lamb
ert scattering laws, lightcurves are computed for rotating Gaussian sp
heres. The results show striking similarities to asteroid lightcurves.
For example, the observed increase of lightcurve amplitude with incre
asing solar phase angle appears to be at least partly explained by the
numerical simulations. Making further use of the Gaussian random sphe
re, a statistical model is developed for albedo variegations on astero
ids, and for characterizing active regions on cometary nuclei.