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If you scroll down to the top of page 3 in this PDF they show they're a "no loaded guns" park, according to AZ State law.
Doesn't say you can't have them unloaded and secured in a vehicle, but no CC and no loaded guns in the park.
Seems like a bass-ackwards contradiction to the rest of Arizona's pro-citizen gun laws, but it is what it is.