Goose Lake is a lake located in Bates County, Missouri. It appears on the Rich Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 734.03 feet (223.73 m) above sea level. The nearest populated place is Papinville, approximately 1.7 miles to the E.