There is a song in US culture, "Autumn Leaves". That's the only context I have heard. Making it possessive seems odd to me, but what you have offered is probably correct.
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kunsusukiIs it correct to say the autumn's leaves ?Not really; we do not normally assign possession to inanimate objects. 'The table's leg' will be marked wrong on any language proficiency test.
kunsusukithe autumn's leavesIt might be better for poetry as it suggests personification, a figure of speech. In ordinary conversation we would say autumn leaves.
Mister MicawberNot really; we do not normally assign possession to inanimate objects. 'The table's leg' will be marked wrong on any language proficiency test.But why do we say winter's day? winter is also an inanimated object .
An0nymousThe group "winter day" is very difficult to pronounce
CalifJim An0nymousThe group "winter day" is very difficult to pronounce You're confabulating.CJIs that why I can't understand it?