Fernando Mountains is a ridge located in Taos County, New Mexico. It appears on the Shady Brook USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 10,366.01 feet (3,159.56 m) above sea level. The nearest populated place is Valle Escondido, approximately 3.0 miles to the NE.