do you have any pictures of your place?
rock piles will pull some moisture out of the air too.
here are some pics i took in Hawaii of a place that was basically a natural asphalt parking lot. I saw a shady rocky area that was full of plants on an otherwise arid landscape (granted the air in HI is much more moist than Terlingua, but it may have some application for you). It was dripping water from the top onto the rocks b/c the temperature in the shade was sooo much lower than the surface rocks.
The pics, of
course don't really show how verdant it was in this spot. It was basically an upheave, shaped like a bridge and the wind passed though it and condensate formed when the air cooled.
And let me tell you, I have lived in desert b/4, they day we were walking was abou 85-90 F in the sun, and my mouth was dry b/c the air was so arid.
You've seen
Geoff Lawton's work in Jordan "Greening the desert"?
What about John Lui? He has done awesome work on super degraded
land in China. Some of the oldest, annual agriculture land on the planet, so you know it's lifeless.
What about Palo Verde trees? Mesquite?