How do scientists know how oxygen levels have changed over deep time?

Scientists use geological records such as rock formations, ice cores, and ocean sediments to measure oxygen isotope ratiOS. Changes in these ratiOS over time can provide insights into past oxygen levels. Additionally, the presence of certain fossils and chemical markers in rocks can also indicate past variations in atmospheric oxygen.