There is an episode of Voyager where Seven and Chakotay get stuck in a nature reserve which is populated by an uncontacted species of humanoid. This reserve is separated from the rest of the planet by a force field.
So i would say yes. The Federation would put up a shield and forbid people from entering.
New England is fully correct so no one there will be mad.