I prefer the window seat, as I like to lean against it to sleep, and there is some more shoulder room. I also like looking out the window, and yes, trying to guess where we are for landmarks.
My hubbie prefers/requires the aisle seat, as it allows him to stretch out his leg for most of the trip (he's 6'4"), and get up to stretch occasionally.
It works out perfectly!