Fall Creek Falls State Park | Fall Creek Falls State Park covers more than 20,000 acres across the eastern top of the Cumberland Plateau in middle Tennessee. At 256 feet, the parks namesake, Fall Creek Falls, is the highest waterfall in the eastern United States. Other waterfalls in the park are Piney, Cane Creek Falls and Cane Creek Cascades. by Tim Lumley