Snow compresses before it can melt if there's any depth to it. A leyer of much more than a few inches (10 or so Cm), which is about ten times the depth in rain, will be compacted to ice lolng before you see the ground under it. Up here, if a street insn't treated during and/or plowed right after a storm and if the temps stay below freezing, you will have ruts, but not be able to see the asphalt, sometimes for weeks at a time.
While the statement about mud in the early winter may be true under some circumstances, depending on how cold it's been before the snow, you may have completely frozen ground. There have been times when the ground was completely frozen hard long before any snow fell at all. If you see grass at all, it will be a seer brown/dark yellow though if it's an early snow, it could still be green.
Here are a couple examples from the web.
Deep snow after a vehicle has passed.
Light snow on a rutted field. Note the grass color.
Unplowed road after much traffic.