Elk Lake is a reservoir located in Cumberland County, New Jersey. It appears on the Shiloh USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 25.61 feet (7.81 m) above sea level. The nearest populated place is Sheppards Mill, approximately 0.7 miles to the WSW.