As with just about everything, it's a question of energy consumption and environmental impact. A good discussion here:
http://www.sciencemag.org/content/333/6043/712.full.pdf
I like the idea of co-locating power and desalinization plants, especially if some form of tidal/wave generation is used instead of burning dinosaurs or splitting atoms.