Casteel Spring is a spring located in Umatilla County, Oregon. It appears on the Nye USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,416.92 feet (736.68 m) above sea level. The nearest populated place is Nye, approximately 1.2 miles to the N.