Southeast Missouri The following are caves in the Southeast region of Missouri. To learn more about each Missouri cave, click on a name below. Berome Moore Cave – Perry County Lewis Cave – Ripley County Blackfathom River Cave – Ste. Genevieve County Grandpa’s Hole Cave – Ste. Genevieve County