Hi Adam, nice to see you around the forum.

In cold weather I use what I call Kilt Johns. Basically a pair of thermal long johns cut off with a piece of elastic sewn into the legs about 3 or 4 inches above the knee.

Works great and if you can find black long johns, barely noticable if the wind kicks up.