You have to plan ahead and book it on their website. It's a nice place. If it doesn't work out try Myakka State park. Close, big and nice!
I have been at OS when the website says all sites booked. I pick walkup sites and have always got a site. John Dale has it right though. Myakka is just down the road and is a great campground/park!
I volunteer at this park and they were saying that you have to book a year ahead. I agree that Myakka is great for camping.
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