It's not fair to say nothing grows there; Arizona is the world's winter lettuce provider. Irrigation is pretty standard. It makes sense to move water to fertile land.
Not naturally, which I thought would've been implied. You can even sustain a major city in the desert if you pipe in water from other places that are already suited for life on Earth.