Blackburn Gulch is a valley located in Elmore County, Idaho. It appears on the Hill City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,095.34 feet (1,553.06 m) above sea level. The nearest populated place is Hill City, approximately 4.1 miles to the NE.