Rocky Branch is a stream located in Lewis County, Tennessee. It appears on the Gordonsburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 629.62 feet (191.91 m) above sea level. The nearest populated place is Salem, approximately 2.2 miles to the ENE.