I don't recall this precisely (at all), but I do remember at least the City of Madison experimenting a few years ago with a liquid de-icer that was a salt alternative and was meant to work at lower temperatures. I believe the cost was higher. Was it . . . calcium-based? In any case, salt won't do much good today, other than provide you some traction on the ice, of which sand does a better job IMO.