Potassium nitrate is also used in rocket fuel for the same reason as in explosives, except that the goal is to let the fuel burn longer, not faster. Potassium nitrate is used as a fertilizer, to help plants grow faster and grow in more places where it might be hard for them to grow otherwise. It can also be used to decay tree stumps.