Warmth: Ducks lose a lot of body heat through their legs! At this time of year make extra sure that they have a good layer of straw in their house.
Whatever the weather your ducks will not want to sit inside moping around all the time! If they don't have a free run of the garden with trees and shrubs to shelter under, make sure that you provide them with something they can sit under and admire the view.