Airport Closest to Dollywood situated in the lovely town of Pigeon Forge.Forge, Tennessee, is McGhee Tyson Airport (TYS) in Knoxville. nearest major commercial airport to Dollywood is McGhee Tyson Airport (TYS) in Knoxville, which is 35-40 miles away.airport by rental vehicle, taxi, or shuttle service.Dollywood is around forty miles away, and depending on traffic, it often takes an hour to get there by automobile. The airport is a popular alternative for tourists visiting Dollywood and the Great Smoky Mountains since it provides easy flying options.