You could, (people have brought up Mechanix gloves) but the preferred method seems to be a bare throwing hand, kept pocketed with a handwarmer or two at all times you're not throwing. Wear a heavy glove on your off hand and use that one for picking up discs.
Also, in deep snow, ribbons are...