Cooper Lake is a lake located in Morris County, New Jersey. It appears on the Boonton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 521.42 feet (158.93 m) above sea level. The nearest populated place is Lake Arrowhead, approximately 0.5 miles to the WNW.