transit visa. I hold Pakistan passport

Iam living in japan i am planning to go Pakistan for one month so during my journey I have transit at Beijing for 15 hours so there is need of transit visa to got outside and visit the city and if transit visa is compulsory then can I apply transit G airport or I should apply before leaving japan
Iam waiting for you reply