The amateur-built plane piloted by Dennis Trone of Petersburg, Illinois crashed in Spring Grove Township, 30 miles south of Madison.
The Green County coroner pronounced Trone dead at the scene. The sheriff's department says he was the only one on board. An autopsy is planned for Tuesday.