Cooper Branch is a stream located in Bledsoe County, Tennessee. It appears on the Melvine USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,780.43 feet (542.68 m) above sea level. The nearest populated place is Tanbark (historical), approximately 0.9 miles to the E.