Dear Student
The main theme of the poem is that things will always get better in life. Sometimes it is the small things in life which will bring out a positive result. The dust of snow, as the name suggests, are particles of snow that falls on the poet. The poet calls it so because it is small reminder about how things can get better with time.
Regards.