Explore details about location Possum Kingdom State Park. Possum Kingdom State Park is a location situated within the Palo Pinto County alongside other areas such as Fortune Bend Road, Oak Street, Heliport Road. Additionally, some smaller parts of Possum Kingdom State Park include specific areas like Caddo Bay Road adding to the diversity of its landscape.