[Dixielandjazz] Need Help finding song

[Craig Johnson]

Years ago, one of my musicians referred to a song with the
title "XXX New Jersey, Where The Big, Fat Tomatoes Grow"
where XXX was something like "Take Me Back TO"
or "I Want To Go Back TO" or something else??

Due to a severe brain disease, probably brought on by 
advancing age, I would like to find this tune. Can someone
tell me the title and if possible, who MIGHT have recorded it?

Regards,
Craig Johnson