What are some cold weather beauty tips?

I recently moved to Toronto from California and am pretty much experiencing seasons for the first time. The cold weather has dried out my skin and given me a rash. My hair is also drying out. Cold weather pros, I beseech you! Is there some trick to this? I feel like it's gone beyond lotion and conditioner. Any advice you have would be great.

Thanks so much!