Again, Aeks, the snow around Winterfell is canon. See my last post addressing this. The snow is "knee deep".
It could be that the snows at the start of Game of Thrones are an early flurry, and by the time Bran gets to Queenscrown (two books later, approximately 1 year and 9 months later) that...