We present a model that describes adsorption and clustering of particles on
a surface. A clustering transition is found that separates between a phase
of weakly correlated particle distributions and a phase of strongly correl
ated distributions in which the particles form localized fractal clusters.
The order parameter of the transition is identified and the fractal nature
of both phases is examined. The model is relevant to a large class of clust
ering phenomena such as aggregation and growth on surfaces, population dist
ribution in cities, and plant and bacterial colonies, as well as gravitatio
nal clustering. [S1063-651X(99)50404-2].