 They made much of what is now southeastern Oklahoma culturally a southern state.In the decades that followed, this area became known as Little Dixie.Southeast Oklahoma is far more mountainous and forested than any other part of the state, containing most of the Ouachita Mountains in Oklahoma, the Arbuckle Mountains, and five other mountain ranges.