Leatherwood Creek is a stream located in Parke County, Indiana. It appears on the Montezuma USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 474.64 feet (144.67 m) above sea level. The nearest populated place is Armiesburg, approximately 0.6 miles to the WNW.