Pinellascounty.org, there's a reservation link on the left side. Click it and it'll take you to the system for all county parks. War Veterans Memorial Park is listed as having shelters that can be reserved.
I saw signs within the park that said the shelters were first come first serve basis. So I would suggest getting up early in the morning.
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