The local favorite made up for missing out at the inaugural tournament and the Olympics with a clutch performance on home soil.
Runner-up Mone Inami wins a playoff with Lydia Ko to capture Japan's first medal in Olympic golf.
Masters champion Matsuyama stayed in contention but missed clutch putts down the stretch.