North Korea state media on Thursday issued a statement that claimed possession of all waters around South Korea-controlled Yeonpyeong Island, clarifying for the first time that its Nov. 23 attack of the island was motivated by a different view of the inter-Korean maritime boundary in the Yellow Sea than is widely held.