Self-induced rainout is the rapid scavenging and deposition of radioactive weapons debris by a precipitating convective cloud. It is caused by detonation of a nuclear weapon. Results from a theoretical calculation using a cloud scavenging model indicate that self-induced rainout can occur in appropriate atmospheric conditions. Observational evidence from Hiroshima and Nagasaki indicate that self-induced rainout may have occurred in those cities.