Upper Blue Mountain Lake is a reservoir located in Sussex County, New Jersey. It appears on the Flatbrookville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,115.48 feet (340.00 m) above sea level. The nearest populated place is Haneys Mill, approximately 1.8 miles to the NNE.