Asteroid phase curves are used to derive fundamental physical properties through the determination of absolute magnitude H. The upcoming visible Legacy Survey Space and Time (LSST) mid-infrared Near-Earth Object Surveillance Mission (NEOSM) surveys rely on these magnitudes colours albedos millions asteroids. Furthermore, shape reflects their surface compositions, allowing for conclusions taxono...