Goose Neck Lake is a lake located in Nowata County, Oklahoma. It appears on the South Coffeyville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 685.14 feet (208.83 m) above sea level. The nearest populated place is Lenapah, approximately 3.3 miles to the SW.