I know little about themes, but here is how I change my wallpaper.
Make a folder anywhere, call it "wallpaper".
Put a bunch of jpegs in it.
Go to Personalize.
poke or double poke "desktop background" as shown at the bottom of your screenshot.
A window opens up.
In the "picture location" dropdown, navigate to that wallpaper folder you just created.
You should see thumnails of each picture in the folder show up.
Choose "select all" if you want to put them all in the rotation.
Experiment with "picture position"; I use tile.
Choose something under "change picture every". I use every 3 hours.
Save changes and exit.
If you want to change manually after that, right click the desktop and choose next desktop background.