The sculptures are made out of pouring sand because it's apparently easier to work with than beach sand and some of the sculptures weigh more than 10 tons each.
But for the most part, the desert's intense radiation, high winds, and shifting sands have scattered, buried, and scoured away much of the evidence of their existence.