From what I gather from the Wikipedia page, it's due to the transmission cables being underwater and hence having a much larger capacitance, which is a larger loss than normal DC loss. (Correct me if I'm wrong on that.)
So, while AC is still more beneficial for transmission via cables in air/ground, DC appears to have less overall loss for underwater transmission.