Rock Spring Tank is a reservoir located in Socorro County, New Mexico. It appears on the Welty Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,341.24 feet (2,237.61 m) above sea level. The nearest populated place is Cherryville (historical), approximately 7.0 miles to the SW.