My problem with that right now is running in the snow/ice. The cold doesn't bother me, but It's hard to run on ice, even with traction devices on your shoes.
Yes, ice is by far the worst part. You have to pick your route to avoid it. I'm lucky enough to have a mostly cleared or packed paths in my neighborhood.