It can be a bit messy, so do this outside. Get a pre-edged decoupage board from Hobby City or Michael's that is big enough for your base, and mask off the edges. Then with a thinned wood glue or clear flat spray paint, coat the surface and sprinkle fine wood ash all over it. Let dry completely and reapply if needed.
Remember, NASA does not land in spots with a bunch of craters, so you need not have any on your diorama.
I've used this for dio's of sunk ships and motorcycles in the desert. In the motorcycle case, I rolled the tires around on it while it was still wet to leave tracks like there would be out in the dirt.