Juniper Gulch is a valley located in Malheur County, Oregon. It appears on the Stemler Ridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,922.81 feet (890.87 m) above sea level. The nearest populated place is Juntura, approximately 2.5 miles to the SW.