Original: Atmospheric nuclear explosions are associated with mushroom clouds, although mushroom clouds can occur with large chemical explosions, and it is possible to have an air-burst nuclear explosion without these clouds.
Simplified: Atmospheric nuclear explosions turn into "mushroom clouds".