Chestnut Ridge is a ridge located in McCreary County, Kentucky. It appears on the Barthell SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,578.08 feet (481.00 m) above sea level. The nearest populated place is Elva (historical), approximately 4.3 miles to the ESE.