River Ridge is a ridge located in Union County, Tennessee. It appears on the Maynardville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,164.70 feet (355.00 m) above sea level. The nearest populated place is Rose Hill, approximately 1.0 miles to the SE.