KANSAS LAKES Norton County Lakes There were 13 lakes found in Norton County, Kansas. Big Dutchman Lake SIZE: 10 acres Keith Sebelius Lake SIZE: 2,300 acres MAX DEPTH: 42 ft Norton County Lake SIZE: 10 acres