WASHINGTON—The U.S. Navy removed the commander of the fleet that has suffered four recent collisions in Asia and the deaths of several sailors, the Pacific Fleet said in a statement.

The Wall Street Journal reported Tuesday that the Navy was planning to remove Vice Adm. Joseph Aucoin—the three-star commander of U.S. Seventh Fleet in Yokosuka, Japan—though officials had declined to comment.

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