Leatherwood Branch is a stream located in Sevier County, Tennessee. It appears on the Douglas Dam USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 888.64 feet (270.86 m) above sea level. The nearest populated place is Ewing (historical), approximately 1.0 miles to the NE.