Where to Stay in Huntsville – A Guide to “Rocket City” Huntsville is Alabama’s second-largest city. Located in the Appalachian region, in the north of the state, Huntsville, known as “Rocket City,” is famous for being home to the U.S. Space and Rocket Center and NASA’s Marshall Space Flight Center. ...