The Longest Autumn by Amy Avery
A human gets trapped with the god of Autumn in the world of mortals. As the endless autumn stretches on, crops begin to fail and the threat of starvation looms. Autumn’s extended stay in the human realm turns him ever more mortal and vulnerable, stirring new, forbidden attractions.