Leatherwood Creek is a stream located in Ripley County, Indiana. It appears on the Holton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 729.15 feet (222.24 m) above sea level. The nearest populated place is Zenas, approximately 0.2 miles to the NNW.