I think they all have their positive elements but:
Spring - anticipation of things to come, new green growth
Autumn - cool and quiet
Summer - possibiity of some sunshine (I live in England, so it ain't guaranteed!)
Winter - holiday season, but it comes last as I am not a fan of the cold or ice