That is what sidecars are for.
I didn't get a car until I got married. Before then I rode bikes year round.
When winter came around, I'd run a sidecar bike.
Now, getting old, fat and soft, I can't believe that I didn't give up and buy a car.
I've been riding through blizzards where I have been frozen to the bike and my friends have had to help me get off it, when I arrived.
When temperatures drop below -30 celcius, one can't wear a visor, because it'll freeze over, but riding without, one can't go very fast or the corneas will freeze.
The stupidity of youth.
I sure wouldn't do it today. But back then it was the mark of a real motorcyclist around here that one rode year round, regardless of weather.