Walnut Canyon is a valley located in Grant County, New Mexico. It appears on the Mule Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,396.42 feet (1,644.83 m) above sea level. The nearest populated place is Mule Creek, approximately 2.1 miles to the NNE.