A technique has been developed for predicting the irregular advance pa
ttern often observed as water spreads on the surface of the ground. Th
e technique is a combination of stochastic sketching, potential theory
, probability theory, and a mass balance equation in the form of an ad
vance equation. The technique can be used on flat as well as sloping t
errain and addresses any form of obstructions or constraints to the fl
ow of the water. The stochastic sketching portion of the technique use
s cellular automata with transition probability movement rules to sket
ch the dynamics of small volume water elements in the defined environm
ent. Randomly selected small volume flow path segments are computed an
d plotted. The envelope of these segments defines the wetted area and
the advance front. Several examples are presented showing the patterns
produced for various situations.