Paper Spring is a spring located in Klamath County, Oregon. It appears on the Keno USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,234.29 feet (1,290.61 m) above sea level. The nearest populated place is Chase (historical), approximately 1.1 miles to the WNW.