You can camp at Shawnee State Park, maybe 15 miles east of there. Good sized campground with hot showers...
The short answer is no. It is a privately owned nature preserve so access is strict. You can call them and try to receive permission.
You could probably get away with tent camping. No fires though. No fee. Dogs on a leash requested
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