autumn (aki); other combinations are autumn has come (aki kinu), autumn is ending (aki hatsu), autumn being gone (yuku aki).
moon (tsuki) - all autumn (August-October), and moon-viewing (tsukimi) mid-autumn (September) - the word "moon" by itself is assumed to be a full moon in autumn.