Curtin University's Ocean Conservation Program Manager Doctor Rebecca Wellard told Gary the strange gathering of the whales offshore hours before they beached themselves has been seen once before.

"They're an open-ocean species, so seeing them in shore garners a lot of attention," Dr Wellard said.

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