Pleasant Valley Lake is a reservoir located in Sussex County, New Jersey. It appears on the Hamburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 563.84 feet (171.86 m) above sea level. The nearest populated place is McAfee, approximately 0.5 miles to the ESE.