A full moon isn't twice as bright as a half moon. It's about ten times brighter.

Two things pile up at full. Half the visible disc is lit at first quarter, but it's lit at a slant, so every crater throws a shadow. At full, the Sun is directly behind us, the shadows vanish behind the rocks casting them, and the soil bounces light straight back. Astronomers call that last effect the opposition surge.