How to save a picture from your PC:
Click on the Wallpaper you want, a window with the full size Wallpaper will pop up, right click on the Wallpaper and select Save Image.
How to save a picture from your iPhone from Safari:
Simply touch the picture and hold. A dialog will appear that offers Save Image or Cancel. Choose Save Image, and the image will be stored in your iPhone's photo library.