I read it in the mid-90's, but could possibly have been written earlier than that.
Set in the near future, there is a been a global heatwave, followed by a global ice-age (or maybe the other way around). A man and his son need to keep travelling to find food and shelter.
I'm sure mechanical/robotic birds that start reproducing on their own also feature, but I might be getting my books mixed up.