Cochrane Canyon is a valley located in Union County, New Mexico. It appears on the Greendailey Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,551.85 feet (1,387.40 m) above sea level. The nearest populated place is Atencio, approximately 6.9 miles to the S.