Dozers and tanks don't like ice either. In fact, I've seen bulldozers slide right off the side of the trailer. For this reason, many operators haul their dozers on trailers decked with cottonwood.
The cottonwood doesn't last long, but it's soft enough to allow the dozer tracks to sink...