An alternative is to un-maximize Chrome so that you can see a part of your desktop, then drag-and-drop the favicon (the icon located in the left corner of the address bar) to your desktop. It's a fairly universally-supported option for creating such quick shortcuts. Unfortunately, Chrome is still catching up to most other browsers in terms of functionality, so the 'little things' can become a little harder.