Bailey's Woods Trail is a short national recreation trail with lots of wildlife right next to the Ole Miss campus.  It isn't usually very busy in the woods, so it's easy to experience nature without having to leave downtown.  You can see the college's baseball field from the trail, but you are far enough removed from the bustle of town that you can't hear the noises of traffic.