I am not able to identify dinoflagellates, even with a microscope, so I can't help you there. Looking at the picture, I wonder whether the problem might be more bacterial in nature. That'd explain why the dark period didn't help. Did you block light to the tank completely?
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Jonathan Bertoni
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