Found the location on Google. During my time there the lake had a bit of a funk but not too bad. Some reviews said there wasn’t anything while they were there but alas I was not so lucky

No amenities, just an empty lot, but decent enough for a night while exploring white sands. Gravel access road is pretty good and my low clearance sedan had no trouble with it