Walnut Cove is a valley located in Macon County, North Carolina. It appears on the Topton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,645.68 feet (806.40 m) above sea level. The nearest populated place is Kyle, approximately 1.9 miles to the ESE.