My personal definition for my region is based on freezing temps: never gets below freezing? That's summer. Gets consistently above freezing in the day but still often below at night? Spring/fall. Essentially never gets above freezing? Winter.
Winter starts here early to mid November, it's silly to think it doesn't until Dec 21st. Same with summer being in full swing long before the third week of June.