In fact people have been extracting N2 from the atmosphere at scale for ~120 years: https://en.wikipedia.org/wiki/Haber_process
And apparently O2 has been depleting as well: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5138252/
We are at the point where gradeschoolers are questioning why the tables of atmospheric constituents don't add up to 100%:
>Two recent reliable sources cited here have total atmospheric compositions, including trace molecules, that exceed 100%. They are Allen's Astrophysical Quantities[5] (2000, 100.001241343%) and CRC Handbook of Chemistry and Physics[4] (2016–2017, 100.004667%), which cites Allen's Astrophysical Quantities. Both are used as references in this article. Both exceed 100% because their CO2 values were increased to 345 ppmv, without changing their other constituents to compensate. This is made worse by the April 2019 CO 2 value, which is 413.32 ppmv. https://en.wikipedia.org/wiki/Atmosphere_of_Earth#cite_note-...