This is the Garden of Gethsemane (Gethsemene), where Jesus prayed the night he was arrested. Israeli tour guides assure visitors that some of the existing olive trees had their start during the time of Jesus.
Click on the image for a really great view.
Image online, courtesy Wikimedia Commons.