Our border collie loves "bad" weather: snow, ice, cold rain, you name it. During the winter he enjoys lying on the snow for extended periods of time. He has a very thick coat.
But he cannot stand our humid, hot summer weather (we live in New Jersey). He is essentially out of commission between late May and late September.