At least 70,000 people died in the attack, which came three days after another bomb was dropped on Hiroshima.
Nagasaki was only chosen after a cloud obscured the original target, Kokura.
A solemn ceremony in front of guests from 75 countries, including US ambassador Caroline Kennedy, began on Sunday with a declaration read out by children.