Russians had a tradition, that always was a shocking for foreigners. Some people, as named "walruses", used to swim in ice-hole at religion holiday "Christening".
There are "walruses" in each Russian city and they swim not only on holidays. =)
See swimming in ice-hole in photo report by Marina Fedoseeva.