Other Info: Rocky Fork State Park is 2,036-acres of scenic wilderness in Unicoi County, in the southern Appalachian Mountains of East Tennessee. It was designated Tennessee’s 55th Tennessee State Park in October 2012. It offers many miles of rugged hike trails.