The story
So-called because it (typically) falls when dogwoods are flowering.
Etymology from Wiktionary, CC BY-SA 4.0.
dogwood winter
Today it means: A period of cold weather that falls when dogwoods are flowering, or more generally any time in spring or early summer (March, April or May). Full definition →