Country Club Lake is a reservoir located in Ouachita County, Louisiana. It appears on the Monroe North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 67.05 feet (20.44 m) above sea level. The nearest populated place is Highland Park, approximately 1.1 miles to the WSW.