If you want to delete the blog, just click on Delete blog and it will be done. Now Blogger has also made it easier for you to recover (undelete) your deleted blog. If you go to the Dashboard, you will see a list of your blogs, some of which may be hidden (at the bottom of the list of blogs may be the statement for example - "displaying 4 of 5 blogs" with 1 hidden):