Mother Gooseland

Okay, this isn't technically an amusement park, BUT it is the most familiar such park of my youth.  I haven't found much history on it, but I believe it was constructed by the Jaycees in the early 1960s and unfortunately closed in the late 1980s.  At last check, you could still see the big blue whale to the right of the 77N off-ramp to Tuscarawas Avenue, and many of the other elements were moved to Sluggers and Putters in Canal Fulton, Ohio.