These low levels of moisture in the air can leech the moisture from your dog's skin too, making him itch and scratch and flake.
This can also be said of spring and summer, especially if your dog suffers from seasonal allergies.
Occasionally dogs can suffer from dandruff due to Cheyletiella mites.