Chestnut Cove is a valley located in Union County, Georgia. It appears on the Coosa Bald USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,959.85 feet (597.36 m) above sea level. The nearest populated place is Hood, approximately 0.6 miles to the ESE.