I'm not sure. If you added salt, for example, to the water before freezing it, the temperature at which the water froze would be less than zero. So it would actually start melting at a lower point. Adding something to the water before freezing it actually would make it not last as long. If anything, purifying the water would raise the freezing point, which is what you want.