tutepani, I am not sure about the petitioner requirements on the residency (except I know that if petitioner is deceased, USCIS closes the case), however I do think that as long as your father is still a US citizen, it shouldn't matter where he currently resides. That is just my understanding but you can check visajourney to make sure.