Walnut Mountains is a range located in Madison County, North Carolina. It appears on the Bald Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,687.66 feet (1,124.00 m) above sea level. The nearest populated place is Bald Mountain, approximately 1.5 miles to the ENE.