Klemesrud was born in Thompson, Iowa to Glee (1909-1986) and Theo S. Klemesrud (1902-1995). She had a brother, Tom Theo Klemesrud and a sister, Candace K. Klemesrud (1947-1989). Her father owned the "Thompson Courier" and the "Rake Register" in Iowa.