You can create multiple pages of Fences, but I don't think they will switch automatically with virtual desktops.
You switch Fence pages with the mouse or keyboard shortcuts. It's kind of like switching pages on a mobile phone.
If you have a multi-monitor system, you can have different Fences on different monitors.
