Maple Spring is a spring located in Baker County, Oregon. It appears on the Rail Gulch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,689.34 feet (1,429.31 m) above sea level. The nearest populated place is Unity, approximately 6.3 miles to the SE.