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NO2 satellite retrievals biased by absorption in water

Matters Arising to this article was published on 20 September 2024

The Original Article was published on 01 June 2023

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Fig. 1
Fig. 2

Data availability

Standard S5P/TROPOMI level-2 NO2 (L2__NO2___) data are freely available via the Copernicus Data Space Ecosystem (https://dataspace.copernicus.eu/). Detailed analysis data, such as fit residuals, are not available in the regular TROPOMI NO2 data files but are available upon request. Data used for the analysis are available upon request at this stage of the submission. No restriction on data availability applies to the data we used.

Code availability

Codes used for conducting our study are available upon request.

References

  1. Beirle, S., Boersma, K. F., Platt, U., Lawrence, M. G. & Wagner, T. Megacity emissions and lifetimes of nitrogen oxides probed from space. Science 333, 1737–1739 (2011).

    Article  CAS  Google Scholar 

  2. Labzovskii, L. D., Belikov, D. A. & Damiani, A. Spaceborne NO2 observations are sensitive to coal mining and processing in the largest coal basin of Russia. Sci. Rep. 12, 12597 (2022).

    Article  CAS  Google Scholar 

  3. Georgoulias, A. K. et al. Detection of NO2 pollution plumes from individual ships with the TROPOMI/S5P satellite sensor. Environ. Res. Lett. 15, 124037 (2020).

    Article  Google Scholar 

  4. Van der A, R. J., de Laat, A. T. J., Ding, J. & Eskes, H. J. Connecting the dots: NOx emissions along a West Siberian natural gas pipeline. Npj Clim. Atmos. Sci. 3, 16 (2020).

    Article  Google Scholar 

  5. Mebust, A. K., Russell, A. R., Hudman, R. C., Valin, L. C. & Cohen, R. C. Characterization of wildfire NOx emissions using MODIS fire radiative power and OMI tropospheric NO2 columns, Atmos. Chem. Phys. 11, 5839–5851 (2011).

    CAS  Google Scholar 

  6. Kong, H. et al. High natural nitric oxide emissions from lakes on Tibetan Plateau under rapid warming. Nat. Geosci. 16, 474–477 (2023).

    Article  CAS  Google Scholar 

  7. Van Geffen, J. H. G. M., Eskes, H. J., Boersma, K. F. & Veefkind, J. P. CI-7430-ATBD ‘Atmospheric Processor Release 2.4.0’ S5P-KNMI-L2-0005-RP, issue 2.4.0, released 2022-07-11 (ESA, 2022).

  8. Liu, M. et al. A new TROPOMI product for tropospheric NO2 columns over East Asia with explicit aerosol corrections. Atmos. Meas. Tech. 13, 4247–4259 (2020).

    Article  CAS  Google Scholar 

  9. Zhang, Y.-H. et al. High-resolution tropospheric NO2 retrieval over Asia based on OMI POMINO v2.1 and quantitative comparison with other products (in Chinese). Natl Remote Sens. Bull 26, 971–987 (2022).

    Article  Google Scholar 

  10. Taniguchi, M. & Lindsey, J. S. Absorption and fluorescence spectral database of chlorophylls and analogues. Photochem. Photobiol. 97, 136–165 (2021).

    Article  CAS  Google Scholar 

  11. Joiner, J. et al. Use of machine learning and principal component analysis to retrieve nitrogen dioxide (NO2) with hyperspectral imagers and reduce noise in spectral fitting. Atmos. Meas. Tech. 16, 481–500 (2023).

    Article  CAS  Google Scholar 

  12. van Geffen, J. et al. S5P TROPOMI NO2 slant column retrieval: method, stability, uncertainties and comparisons with OMI. Atmos. Meas. Tech. 13, 1315–1335 (2020).

    Article  Google Scholar 

  13. van Geffen, J. et al. Sentinel-5P TROPOMI NO2 retrieval: impact of version v2.2 improvements and comparisons with OMI and ground-based data. Atmos. Meas. Techn. 15, 2037–2060 (2022).

    Google Scholar 

  14. International Ocean-Colour Coordinating Group. Reports and Monographs. Report No. 12, IOCCG, Dartmouth, Canada (IOCCG, 2012); https://www.ioccg.org/reports/IOCCG_Report_12.pdf

Download references

Acknowledgements

Sentinel-5 Precursor is a European Space Agency (ESA) mission on behalf of the European Commission. The TROPOMI payload is a joint development by ESA and the Netherlands Space Office (NSO). The Sentinel-5 Precursor ground-segment development has been funded by ESA, with national contributions from The Netherlands, Germany and Belgium. The main author thanks S. Victorov for long-term support in his academic career, enabling many scientific contributions, including this study, to be published.

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Authors and Affiliations

Authors

Contributions

L.D.L. developed the conceptual framework and carried out implementation, data analysis, plotting and writing. R.v.d.A. devised the original idea for the manuscript, and contributed to writing, editing and supervising. J.v.G. performed data analysis, writing, editing and plotting. J.d.L. carried out conceptual framework development, writing and editing. M.L. provided methodological support and editing. H.E., X.L. and J.D. carried out editing. B.L. performed sensitivity experimentation. A.R. carried out editing and plotting.

Corresponding author

Correspondence to Lev D. Labzovskii.

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The authors declare no competing interests.

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Nature Geoscience thanks Chris McLinden and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

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Labzovskii, L.D., van Geffen, J., Liu, M. et al. NO2 satellite retrievals biased by absorption in water. Nat. Geosci. (2024). https://doi.org/10.1038/s41561-024-01545-8

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