Coolie Spring is a spring located in Wallowa County, Oregon. It appears on the Sherod Meadows USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,374.04 feet (1,333.21 m) above sea level. The nearest populated place is Maxville, approximately 7.1 miles to the NW.