A bang mushroom is a terrible mushroom/plant, which can be found at the first Island in adventure mode.
When stepping on one, or getting too close to one, it will explode. Triggering too many will cause poision effect.
This Mushroom has a "relative", (PoisonPlant) which looks like a cabbage laid on leaves, sprouting poison into the air.