Chestnut Cove is a valley located in Blount County, Tennessee. It appears on the Kinzel Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 988.22 feet (301.21 m) above sea level. The nearest populated place is Miller Cove, approximately 0.6 miles to the WSW.