Leatherwood Creek is a stream located in Monroe County, Kentucky. It appears on the Dubre USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 634.67 feet (193.45 m) above sea level. The nearest populated place is Dubre, approximately 0.4 miles to the NE.