Rock Springs Canyon is a valley located in Doña Ana County, New Mexico. It appears on the Organ Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,902.46 feet (1,494.27 m) above sea level. The nearest populated place is White Sands, approximately 3.2 miles to the ENE.