I live in the desert too. I clean my white floor tiles by vacuuming first with my shark vacuum, then I use a string mop that I rinse a lot. Since my tiles are white I use dawn dish detergent (just a little) and bleach in hot water. The grout does not get very clean, I've learned to live with it!
