Richland Valley is a valley located in Grainger County, Tennessee. It appears on the Luttrell USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 939.59 feet (286.39 m) above sea level. The nearest populated place is Blaine, approximately 0.3 miles to the W.