During the winter, cold weather and low humidity can cause dry, itchy skin on your dog. To help combat this problem, brush your dog's coat often, even short-haired breeds. Brushing removes dead skin cells and helps oil glands produce natural moisturizers. Shampoo your dog less often, and only use a shampoo specially formulated for dogs.