No, no, no, that's the point, don't you see? There is no set aspect ratio. Because of the responsive site.
You just PICK an aspect ratio that you like, and use it for all images. Roughly 2:3, I guess, but err towards squarer if anything. Use 1500px wide, and sharpen for web in the usual way. That's all you can do.