Walnut Spring is a spring located in Baker County, Oregon. It appears on the Lime USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,396.55 feet (1,035.27 m) above sea level. The nearest populated place is Weatherby, approximately 3.6 miles to the WNW.