Thor won't have anything to do with the rain. I don't know what it is about it but no way is he getting his coat wet to use the potty. I never know what to do when its raining. I don't have any good suggestions for this. Maybe your little prince just has high standards for his grass.
Hopefully someone else can offer better advice!