It's simply impossible. Our skin is home of many species that harvest sweat, grease, and dead skin cells and turns them into food. By processing this they create residual chemicals that are the equivalent to poo and pee of much bigger species. Since the water shortage affects your entire city at least everybody will smell sooner or later.