We're here presently, and we called to reserve a specific spot two weeks ago. I know that they're full for the holiday weekend, so it does indeed sometimes fill up.
I'm sure you could call and ask if they can save you a spot, but it's really just someone's farm with a few nice campsites set up along the river. I highly doubt they'd fill up. The couple that runs it is very sweet, they'll help you out!