Rock Canyon is a valley located in Doña Ana County, New Mexico. It appears on the Sierra Alta USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,095.74 feet (1,248.38 m) above sea level. The nearest populated place is Tonuco, approximately 1.4 miles to the NE.