Chestnut Ridge is a ridge located in Sevier County, Tennessee. It appears on the Jones Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,826.71 feet (556.78 m) above sea level. The nearest populated place is Jones Cove, approximately 1.0 miles to the NNE.