Temple Ridge is a ridge located in Unicoi County, Tennessee. It appears on the Chestoa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,208.66 feet (978.00 m) above sea level. The nearest populated place is Fordville (historical), approximately 1.2 miles to the NW.