So this huge blue thing is a wind screen to protect items at the rear of your bicycle from wind?
DC winters aren't bad, but the're cold enough to warrant more layers of clothing. I do nothing special though, just regular stuff.
I've never seen had a need to do anything different to my bike. It stays exactly the same.