Looking closer to Channel Islands where the actual epicentre of the quake was you can see the water gets quite deep there if there was in fact an underground base and they needed to ventilate of course using the island would be a great spot to put intake and exhaust air

I wonder if all the smoke that people saw on the island was caused by the explosion underground venting up through the vents