The story
So called because such oaks remain green and "live" throughout winter, when others are dormant and leafless.
Etymology from Wiktionary, CC BY-SA 4.0.
live oak
Today it means: An evergreen species of oak characteristic of the US South, southern live oak (Quercus virginiana). Full definition →