Half-frozen

He was dirty and ugly, half-frozen and half-starved; he always looked as if he never had enough to eat, which was really the case.

Rain and a small shower form out of a cloud, drop by drop. Which makes, when frozen, hail, half-frozen, snow, when warm, mildew.