Chestnut Ridge is a ridge located in Hardy County, West Virginia. It appears on the Baker USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,185.04 feet (666.00 m) above sea level. The nearest populated place is McCauley, approximately 1.9 miles to the NW.