Ferny Branch is a stream located in Bledsoe County, Tennessee. It appears on the Brayton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,475.13 feet (449.62 m) above sea level. The nearest populated place is Skiles (historical), approximately 2.1 miles to the WNW.