https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1122139/
Answer:
There are two reasons: at higher altitudes, there is less air pushing down from above, and gravity is weaker farther from Earth's center. So at higher altitudes, air molecules can spread out more, and air density decreases
