Yes, I do believe that.
Just 'cause we haven't found a scientific explanation yet, doesn't mean that one doesn't exist.
That also doesn't mean that the world is barren/cold/soulless, etc.
I find science and nature beautiful. Understanding something doesn't make it any less beautiful.