Hemlock Lake is a reservoir located in Sussex County, New Jersey. It appears on the Stanhope USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 724.67 feet (220.88 m) above sea level. The nearest populated place is Andover, approximately 0.7 miles to the NW.