Rocky Branch is a stream located in Hickman County, Tennessee. It appears on the Whitfield USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 426.55 feet (130.01 m) above sea level. The nearest populated place is Elkins, approximately 3.9 miles to the ENE.