Algae produce a significant amount of oxygen. After some problems finding some algae for microscopy, I finally did find a pond with Spirogyra algae. Under the microscope I could see them produce oxygen. It is estimated, that at least half of the atmospheric oxygen is produced by plants and photosynthetic bacteria in water.