Thick low hanging clouds can fill a valley so that from above you can’t see much of anything. When it starts to clear, that is when fog can have an even more magical effect on a place.
Taking a hike on a rainy day can be risky when your main goal is finding something to photograph. Get out there anyway! The worst that will happen is you will get some exercise.