The Mississippian is the lower part of the Carboniferous period in geology . In Europe , the Mississippian and Pennsylvanian are one more-or-less continuous sequence of lowland continental deposits and are grouped together as the Carboniferous system , and sometimes called the Upper Carboniferous and Lower Carboniferous instead .