Once the fall season sets in, I often feel like eating baked sweet potatoes.
この場合、次のような言い方ができますよ。
ーOnce the fall season sets in, I often feel like eating baked sweet potatoes.
「秋の季節になると、よく焼き芋が食べたくなる」
to feel like eating で「食べたくなる」
baked sweet potatoes で「焼き芋」
ご参考まで!