Yes.

I have read that in rural areas shotguns were fairly easily obtained.

A surprising {to me at least} number of rifles and even semiautos were available for professional hunting purposes. Shilin describes an AK model in semiauto that was issued to professional antelope hunters in Kazahkstan. I've seen pix of hunters with SKS rifles as well so at least some were able toobtain these types of guns.