Nelson Cove is a bay located in Boone County, Arkansas. It appears on the Diamond City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 652.89 feet (199.00 m) above sea level. The nearest populated place is Lead Hill, approximately 2.0 miles to the SW.