Chestnut Ridge is a ridge located in Avery County, North Carolina. It appears on the Elk Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,979.66 feet (1,213.00 m) above sea level. The nearest populated place is Elk Valley, approximately 2.1 miles to the NNE.