You know where the biggest, dryest most awful wasteland of all is?
Cosmo Canyon. You know, Hippieville. QED.
Not only is Cosmo Canyon an actual naturally occurring formation, it also exists between Nibelheim and Gongaga, two areas that have had or do have reactors.