Open your maps app and go into satellite view. North of the main area most of Hong Kong is surprisingly green and unpopulated (until you hit the border with Shenzen).
I spent some time in India years ago and remember being amazed that a country with over a billion people could have so much vast open beautiful countryside. It’s incredible how much population can fit into a few (very) dense areas.