Selective purification of semiconducting single wall carbon nanotubes has been long-awaited key technology. The effect of hydrogen plasma treatment was studied through direct observation using scanning tunneling microscope. We discovered that hydrogen plasma causes serious damages to the metallic carbon nanotubes while leaving semiconducting ones intact. This finding may lead us to a new technology for preferential preparation of semiconudcting single wall carbon nanotubes.