The survivors fled to the surrounding prairies and westward to the lower valleys of the Plains, where they regrouped in decentralized villages. Mississippian chiefdoms and temple mound centers persisted in the Southeast, where Spanish explorers would later encounter them as the forerunners of Cherokees, Creeks, and other southeastern Indian peoples.