I have a dog that dislikes rain, she'll soon turn for home if it's raining. She doesn't like puddles either, does a little jump over them.
Our is increasingly getting like that. Oddly if it rains mid way walk , we on holiday or away in the van. He's happy being out in it but at home he's hit or miss. He actually like's going in the water or in the sea.