yeah. i think all the locations in the Pokemon games are based on real locations in Japan.
feast your eyes on this... (warning huge image in link)
https://2img.net/r/ihimizer/img265/4364/japanpokemonmap.jpg
compare with this map http://www.hcteurope.com/japan/Travel_files/Japan_map.jpg
it DOES make sense, sorta