The governor may remove any one or more of said commissioners from office for dereliction of duty or corruption or incompetency upon filing with the secretary of the commission charges against such commissioner or commissioners, setting forth the grounds of such contemplated removal and giving an opportunity for such commissioner or commissioners to be heard in regard thereto.