DICTIONARY OF AMERICAN REGIONAL ENGLISH

26 years in the making, DARE has produced its final (fifth) volume ready for release in 2012. Then they can start on supplements, presumably, to bring it up to date. 

Go to the '100 entries' page for an interesting sample of kooky dialect terms. 

DICTIONARY OF AMERICAN REGIONAL ENGLISH
http://dare.wisc.edu/