Kellogg Lake is a reservoir located in Cass County, Missouri. It appears on the Pleasant Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 880.68 feet (268.43 m) above sea level. The nearest populated place is Pleasant Hill, approximately 0.5 miles to the S.