Top 7 Southeast Vacations in 2017 Lake Guntersville, AL and Lake Guntersville State Park- Located on the Tennessee River in Northeast Alabama, Lake Guntersville offers resort style retreats and outdoor adventure in the parks.  There is an 18 hole golf course, beach complex, an outdoor nat ...