Chestnut Ridge Creek is a stream located in Jackson County, North Carolina. It appears on the Tuckasegee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,993.91 feet (1,217.34 m) above sea level. The nearest populated place is Rich Mountain, approximately 2.7 miles to the WSW.