Lafayette County Lake K-21 is a reservoir located in Lafayette County, Missouri. It appears on the Bates City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 765.29 feet (233.26 m) above sea level. The nearest populated place is Bates City, approximately 4.1 miles to the S.