The temperature drops with altitude only to a certain point. In the troposphere(0-7km) air temperature drops by approx 2 degrees C for every 1,000 feet in alitude gain. Then when you reach the Tropopause the temp levels out. In the Stratosphere the temp is pretty constant and above that the temp actually increases with altitude up to the Exosphere.