Goat Canyon is a valley located in Union County, New Mexico. It appears on the Goat Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,341.84 feet (1,628.19 m) above sea level. The nearest populated place is Pennington, approximately 4.9 miles to the WNW.