The main challenge in infrared astronomy is the Earth's atmosphere, which absorbs much of the infrared light. To overcome this, astronomers use high-altitude balloons, aircraft like the Stratospheric Observatory for Infrared Astronomy (SOFIA), and space telescopes. Additionally, sophisticated cooling techniques are employed to minimize thermal emission from the instruments themselves.