Hanging Rocks Tank is a reservoir located in Catron County, New Mexico. It appears on the Alma USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,665.55 feet (1,726.86 m) above sea level. The nearest populated place is Cooney, approximately 5.9 miles to the SE.