[finite_depth]

This is an easier problem than it probably seems. Atmospheres are relatively low-density gas, which means they produce an absorption spectrum - a chemical fingerprint that identifies most atoms and molecules quite reliably. It's such a good fingerprint that it was used to discover several chemical elements, most notably helium (observed in the Sun's spectrum before it was known on Earth).