Chestnut Mountain is a ridge located in Polk County, Tennessee. It appears on the Oswald Dome USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,611.54 feet (796.00 m) above sea level. The nearest populated place is Austral, approximately 1.9 miles to the WSW.