Rock Creek Canyon is a valley located in Socorro County, New Mexico. It appears on the Hickman Ranch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,513.22 feet (1,680.43 m) above sea level. The nearest populated place is Rosedale (historical), approximately 12.1 miles to the NW.