Walnut 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 1,760.35 feet (536.55 m) above sea level. The nearest populated place is Fires Creek, approximately 1.0 miles to the N.