Trough Spring is a spring located in Socorro County, New Mexico. It appears on the Bay Buck Peaks USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,356.59 feet (2,242.29 m) above sea level. The nearest populated place is Rosedale (historical), approximately 12.3 miles to the E.