A number of T4PE members (teens) have expressed some difficulty with this issue. My first advice to them is to hook up with a teacher to work as an adult advisor or sponsor for the proposed club. This helps move things along in terms of permissions, getting members, etc.
I am having an environmental club next year at school. My friend had the idea and she talked to our principal and she agreed! Can't wait for September!