There aren't many sites that sell these separately - Usagi's House is sold out; there was one or two sites in the Dealers II section of the internet guide, but I don't remember where...

The easiest option is probably to paint your own with normal (AF) watercolor paper. Another option is to create a digital bg or do a screen capture from the correct scene and print it out, but you'd need a good printer...