mullein: heal the earth with cowboy toilet paper
I haven't seen a lot of mullein in the desert, but I have seen it in the mountains. Although a lot of people consider it a weed, I think it's sort of attractive. This video lists all sorts of ways that it's useful. Verbascum thapsus - otherwise knows as the toilet paper plant!