I'd use a non toxic marker gas then I'd just blow up every entrance that they find and and seal them all in there with no lights and no source for air.
That wont work because they would know what is up and leave, all that would need to be done to keep the gas from coming up through an entrance is close them off, and the entrances are surely often in buildings which would be hard to find.
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