Video from the area of County Line Beach shows several onlookers surrounding the carcass.
The California Highway Patrol received a call about about the whale shortly after 3 a.m. Sunday. They said the whale was described to be the size of a semi-truck.
It's unclear how the whale died, although the animal has several deep gashes on its sides.