A planet's atmosphere can reveal a lot about its potential to support life. By studying the atmospheric composition, temperature, and pressure, scientists can infer the presence of essential elements such as oxygen and water. Techniques like transit spectroscopy allow researchers to analyze the light passing through a planet's atmosphere to determine its chemical makeup.