Intercontinental, domestic and European flights were all affected at the airport, Europe's third-busiest, and the conditions would delay other flights, a spokesman said.
A total of 1,250 flights had been scheduled for Sunday at what is Germany's biggest airport.
Berlin was also hit by snowy conditions Sunday, but a spokesman at the capital's airport said that while there were delays of up to 20 minutes were expected as they cleared landing strips, no flights had been cancelled.