Air is actually thinnest near the ground. The density of air is affected by temperature and pressure. As altitude increases, the temperature of the air decreases, and the pressure of the air decreases. Colder air is denser than warmer air, and higher pressure air is denser than lower pressure air. So, the air near the ground is warmer and has higher pressure than the air at higher altitudes, making it less dense.