This is the aluminum cylinder head cover, located under the outer decorative plastic cover.
YOU WILL ALSO NEED TO REPLACE THE MAIN VALVE COVER GASKET AND THE 5 UPPER INJECTOR SEALS WHEN REPLACING THIS COVER, SEE BELOW.
You may wish to consider replacing the oil separator/PCV at the same time.