Transit through china shanghai to thailand phket island

My question is that i am living in south korea Seoul more then 6 more and i have alian card as well i am going with my Canadian wife to thailand for tour through china shanghai to thailand phket island but my stay at china air port is more then 5 hours so can i get my visa at arrival or i have to apply before in seoul my pass port is pakistani.
pls reply with thanks