We propose a mechanism for the creation of the two-dimensional ridge pattern morphology during the formation of palladium hydride on the surface of thin palladium films at 298 K. Expressions for the distribution of domain areas and circumferences, derived from the maximum entropy principle, are in very good agreement with experiment.