Yes, the whole premise of atmospheric perspective derives from what we see when we look through the atmosphere...fog, smog, clouds dust etc. So looking out at a seascape and how clear the scenery is depends on what the weather is like for that day.
One see the colors and shapes much clearer the closer they are and it all starts to loose that the further away it gets...no matter what the subject.