Chestnut Oak Ridge is a ridge located in Cumberland County, Tennessee. It appears on the Dorton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,975.07 feet (602.00 m) above sea level. The nearest populated place is Fairfield Glade, approximately 0.2 miles to the N.