There is an area you can reserve. Usually, it's set up for wedding ceremonies but you can call and ask if you can reserve it for a picnic.
There are grassy spots nearby but I'm not sure if it there is a designated picnic area or not. I've had a small picnic there with no problems. I'm sure as long as you leave no trash it's ok to picnic for a bit.
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