Few images I have looked at include the characters as well. When I watched "When Marine Was There" I loved the background stills and wanted to use them as wallpaper or something. The house with the lake looked otherworldly to me.

I don't know how to navigate this website and if it even contains the backgrounds only. Does it have those, are Ghibli movie backgrounds available anywhere else?