Chestnut Ridge is a ridge located in Lee County, Virginia. It appears on the Back Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,505.88 feet (458.99 m) above sea level. The nearest populated place is Martin Creek, approximately 2.0 miles to the SW.