I’ve seen some pretty vivid demos of how soot affects melt rate of snow. Anything dark fucks up the albedo.

And the thing with soot is that it’s the sort of thing where if you could fix it, the benefits would be nearly immediate. All you need is a couple clean layers of snow on top of the pack and most of the absorption stops.