The same location can be much more simple to photograph when the background disappears. Using fog, snow showers or rain to obliterate the background can reduce the complexity of the image and it's something to consider when you visit a location. In fact, I love to repeatedly go back to a location under different weather conditions because the whole scene will be transformed if parts or the whole of the background disappears or comes back in to view.
Below I show you three images: the first two are variations on the same subject but both have varying degrees of success in removing the background for the scene. In the third and final image the background is evident and the picture is a little more complex as a result.
Before you look at the images below, I would like to stress that I am not saying one image is better than another. Each and every one of us will have our own preferences. So let's get beyond comparing them from the point of view of which you like most and instead, it would be ideal if you can just consider whether the image is more complex or less complex when the background disappears.
Again, I wish to reiterate: I am not saying that one image is better than another. I am saying that when you remove more elements in the frame the image may become less complex or quieter. It's up to you which you prefer.
Going back to the same location and trying it again under different conditions can yield surprising results and it just goes to prove that the tired mantra of 'it's been done to death' is never true.