Russian President Vladimir Putin takes a dip in the water during Orthodox Epiphany celebrations at lake Seliger, Tver region, Russia.

Thousands of Russian Orthodox Church followers will plunge into icy rivers and ponds across the country to mark Epiphany, cleansing themselves with water deemed holy for the day.