I am one to explain things to parents. I know some say keep info minimal, but I think what I would do is explain the situation and ask that all parents have a solid back up provider should anything suddenly happen. That way, regardless of the amount of notice, they have a plan.
On a side note, I am sorry to hear about your father and wish for only the best.