The central idea of "Dust of Snow" is that even small, seemingly insignificant natural events can have a profound and positive impact on our mood. The poem conveys that one should not be pessimistic, as a simple moment of beauty, like snow falling from a tree, can change one's perspective and save a day from being wasted.