The primary source of oxygen for aerobic respiration is the photosynthesis process carried out by plants and some microorganisms. During photosynthesis, these organisms convert sunlight, carbon dioxide, and water into glucose and oxygen, which is released as a byproduct. This oxygen is essential for aerobic organisms, enabling cellular respiration and energy production.