Flood myths are very common in religion, it's been argued many times that there was a large flood but that it was in just the Middle East or a certain area of the middle east. I'm not sure how much work has been done on it recently, but it's certainly a common enough theory. These people didn't go very far, so it wouldn't take much to engulf their whole world.