A link to all of your starred pages is on your profile page in the "Some info..." box, but "starred pages" refers only to pages on the ATP site. If you want to save the link to Catalogue of Life, you'll have to bookmark it instead. The method depends on your browser. Mine's Firefox, so I just click on "Bookmarks" in my menu bar and then click on "Bookmark this page."