Nelson 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 1,884.98 feet (574.54 m) above sea level. The nearest populated place is Blairsville, approximately 2.2 miles to the NW.