This episode occurs in and around the (fictional) town of Fort Matthew Beach, Florida, which is purported to be near Tampa/Hillsborough County, based on going to "the sheriff's substation in Tampa.
On the aliens' weather map, the places clearly identified by pin maps are Miami, Tampa, and Cape Kennedy.