The city takes its name from the Ainu word "Fura-nui," which means "Stinky Flame" or "Foul-Smelling Place," in the language of the indigenous people of Hokkaido.
Mass transportation soon followed when a railway link to Asahikawa, what is now the second largest city in Hokkaido, was opened in 1900.