Pine Tree Gulch is a valley located in Wallowa County, Oregon. It appears on the Joseph NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,124.42 feet (1,257.12 m) above sea level. The nearest populated place is Joseph, approximately 5.5 miles to the SW.