Deer Trail Lake is a reservoir located in Sussex County, New Jersey. It appears on the Franklin USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,099.96 feet (335.27 m) above sea level. The nearest populated place is Beaver Lake, approximately 1.5 miles to the WSW.