I choose between landscape to portrait orientation depending on the direction of the "lines in the image", whichever takes the view longer ways.

fyi from photoquotes.com :

If your pictures aren't good enough, you're not close enough. - Robert Capa - before he got too close to mine that killed him, while covering Indochina.