Sourdough Gulch is a valley located in Malheur County, Oregon. It appears on the Sourdough Spring USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,389.97 feet (1,033.26 m) above sea level. The nearest populated place is Harper, approximately 17.6 miles to the NNW.