The concept of self-organized criticality evolved from studies of three sim
ple cellular-automata models: the forest-fire, slider-block, and sandpile m
odels. Each model is associated with natural hazards, which have frequency-
size statistics that are well approximated by power-law distributions. Thes
e distributions have important implications for probabilistic hazard assess
ments.