Autumn moon is an event in new leaf. It is normally in the first few weeks of September. NA will receive a wheat bundle and EU will receive a veggie basket.
As well as this, there is a cutout at the event plaza. In the evening, the autumn moon shines bright above your town. It marks the end of summer and the beginning of a new season ( autumn )