Greetings Doug,
A common tree identification guide for Illinois tree species is Forest Trees of Illinois. This book is published by University of Illinois Extension and may be ordered through the following website:
https://pubsplus.uiuc.edu/C1396.html
Regarding invasive or exotic species, I might suggest the following website:
http://www.invasive.org/eastern/