Even so, a study published last year looking at how much light from Tucson was visible from space revealed that the city"s street lights contributed only 18% of the light pollution. The smart street lighting reduced this to 13%, but the bulk of the light eminating out from the city came from advertising billboards, floodlights, buildings with their lights on, facade lighting, parking lots and sports stadiums.