Ritchie Branch is a stream located in Polk County, Tennessee. It appears on the Oswald Dome USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 814.41 feet (248.23 m) above sea level. The nearest populated place is Reliance, approximately 1.3 miles to the NNE.