Locust Lake is a reservoir located in Warren County, New Jersey. It appears on the Portland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 518.37 feet (158.00 m) above sea level. The nearest populated place is Mount Hermon, approximately 0.5 miles to the NE.