Blue Gulch is a valley located in Baker County, Oregon. It appears on the Sparta USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,611.20 feet (795.89 m) above sea level. The nearest populated place is Sparta, approximately 4.6 miles to the NNW.