Wurtsmith AFB, Michigan

The claim: Oscoda, 5,221

What it really is: Wurtsmith Air Force Base was closed in 1993 and is now the Oscoda-Wurtsmith Airport. The site is also a superfund site due to the groundwater pollution, and is currently being cleaned up.