Catfish Pond is a lake located in Sussex County, New Jersey. It appears on the Flatbrookville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 447.04 feet (136.26 m) above sea level. The nearest populated place is Stillwater, approximately 0.6 miles to the E.