Leatherwood Creek is a stream located in Stewart County, Tennessee. It appears on the McKinnon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 354.78 feet (108.14 m) above sea level. The nearest populated place is Stribling (historical), approximately 0.8 miles to the ENE.