Cities are full of squirrels and such. I don't have any doubt I would be able to snare enough food even in an urban setting.
It's illegal to kill or trap squirrels here. You don't think the animal rights activists wouldn't be all over you for snaring squirrels after a quake? :->
You're right, though. There are squirrels and racoons along with dogs.