Sanderson Cove is a valley located in Clay County, North Carolina. It appears on the Hayesville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,814.54 feet (553.07 m) above sea level. The nearest populated place is Hayesville, approximately 0.9 miles to the SW.