One thing to consider is that only about 20% of desert area consists of "ergs" with lots of sand and dunes. Besides that there are "desert pavement", bare rock, dried mud, salt pans, or ice caps. A particular desert may well contain several different landscapes.

I've used various stipple patterns, sometimes mixing small circles with the dots. I've also found that a sort of flattened stipple with horizontal lines can work well.