"That time of year thou mayst in me behold / When yellow leaves, or none, or few, do hang" (Shakespeare) (6)
I believe the answer is:
autumn
(Other definitions for autumn that I've seen before include "October's season" , "Fall in North America" , "Americans call it the fall" , "Season of falling leaves" , "1 Season of mists and mellow fruitfulness" .)