Right click on the image and select 'Save image as...' Select the folder you want to save the photo in. Locate the photo within the folder, right click on the photo, and select 'Set as desktop ...
Create a folder in a location you'll remember (like ... a lot of people want to use them for their desktop background. One of the downsides to using the Windows Spotlight images already stored ...