Patch Gulch is a valley located in Malheur County, Oregon. It appears on the Moores Hollow USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,119.64 feet (646.07 m) above sea level. The nearest populated place is Annex, approximately 2.1 miles to the ENE.