Rocky Spring Branch is a stream located in Monroe County, Tennessee. It appears on the Mount Vernon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 877.57 feet (267.48 m) above sea level. The nearest populated place is Rocky Spring, approximately 1.0 miles to the NNW.