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The transmission spectrum of the Earth atmosphere is like that (Kaltenegger & Traub 2009): As you can see, you can find many absorption lines related to some components of Earth's atmosphere: H$_2$O, O$_2$, CO$_2$, O$_3$, CH$_4$... But the nitrogen, N$_2$, is not detected anywhere in the spectru...