Cemetery Spring is a spring located in Malheur County, Oregon. It appears on the Westfall USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,792.50 feet (851.15 m) above sea level. The nearest populated place is Harper, approximately 2.9 miles to the ESE.