Nelson Cove is a valley located in Graham County, North Carolina. It appears on the Marble USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,917.22 feet (889.17 m) above sea level. The nearest populated place is Dentons, approximately 1.4 miles to the NE.