Chestnut Ridge is a ridge located in Sullivan County, Tennessee. It appears on the Indian Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,843.83 feet (562.00 m) above sea level. The nearest populated place is Rock City, approximately 0.5 miles to the N.