Whitmore Canyon is a valley located in Socorro County, New Mexico. It appears on the Oscura Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,639.05 feet (1,718.78 m) above sea level. The nearest populated place is Coane, approximately 9.4 miles to the N.