The turn of the 20th century produced some bitterly cold winters. In 1904, it was so cold for so long that Niagara Falls froze over. Not entirely, but enough to bring out tourists to go "ice mounting." In St. Louis, the Mississippi River froze solid and could be crossed on foot (I'm not sure what year this occurred). The winter of '04 also produced other striking views, like this one in Detroit.