High Lonesome Canyon is a valley located in Grant County, New Mexico. It appears on the Moon Ranch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,306.04 feet (1,617.28 m) above sea level. The nearest populated place is Mule Creek, approximately 5.4 miles to the WSW.