Beaulieu Lake is a reservoir located in Tripp County, South Dakota. It appears on the Winner South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,140.58 feet (652.45 m) above sea level. The nearest populated place is Winner, approximately 5.2 miles to the NNW.