OK. I commute 20 miles each way. So, about 1:20. It seems in the past winters. So, would I need to plan on accomidating two pair of socks and hand warmers or 2 sizes bigger 47, or would one pair of socks be sufficient and one size bigger, 46. I wear 45 for 3 season.