Remove Disaster is a category of Mutator in Streets of Rogue. As the name indicates, it causes the selected type of disaster to not appear in the game until the corresponding mutator is disabled.
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These mutators do not prevent disasters from occurring entirely. That is done with No Disasters. These simply take the selected disaster out of the list from which the game will randomly select.