Before we colonize Mars, a desolate wasteland millions of miles away, shouldn't we colonize an earthly desert, like the Sahara or Gobi?

I mean, if we can't terraform here on earth, how could we do it in space?

EDIT: I take back the word colonize, and replace it with terraform.