Why do CO2 levels drop from May to September in the Northern Hemisphere?

During the summer months in the Northern Hemisphere, plants undergo photosynthesis at a higher rate, which leads to a decrease in CO2 levels as they absorb more carbon dioxide from the atmosphere for growth.