Stroud Tank is a reservoir located in Catron County, New Mexico. It appears on the Underwood Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,635.37 feet (2,327.26 m) above sea level. The nearest populated place is Spur Lake, approximately 0.4 miles to the ESE.