Blue laser diode (LD) structures are grown on a particular subset of semi-polar GaN substrate orientations that offer a distinct set of advantages relative to both (0001), non-polar oriented devices, and alternative semipolar-polar oriented devices operating in the blue regime are disclosed. In particular, the (30-3-1) and (30-31) gallium and nitrogen containing surface orientation and equivalent planes show narrower luminescence spectra than equivalent devices grown on the nonpolar {10-10} m-plane or semipolar planes tilted away from m-plane toward the c-plane between angles of about 0 degrees to about 7 or 8 degrees such as {60-6-1).