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TROPOMI Carbon Monoxide

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Handbook of Air Quality and Climate Change

Abstract

One of the primary targets of the TROPOspheric Monitoring Instrument (TROPOMI), which was launched on 13 October 2017 on-board the Copernicus Sentinel-5 Precursor satellite, is to provide measurements of the total column concentrations of carbon monoxide (CO) in the atmosphere with daily global coverage and a high spatial resolution up to 5.5 × 7 km2. SRON, the Netherlands Institute for Space Research, developed the Shortwave Infrared CO retrieval (SICOR) algorithm that infers CO columns simultaneously with effective cloud parameters from TROPOMI’s 2.3 μm measurements and is deployed by the European Space Agency (ESA) for the near real-time and offline processing of TROPOMI data. Already early in the mission, the TROPOMI CO data set was validated with reference measurements of the Total Carbon Column Observing Network (TCCON), the Infrared Working Group of the Network for the Detection of Atmospheric Composition Change (NDACC-IRWG), and the Measurements Of Pollution in the Atmosphere (MOPITT) and inter-compared with the calculation of the European Centre for Medium-Range Weather Forecasts (ECMWF) assimilation system (ECMWF-IFS). The overall conclusion is that the TROPOMI CO data set is well within the mission requirements of 10% precision and 15% accuracy, and so the product was released by ESA for public access via the Copernicus Open Access Hub (http://www.tropomi.eu/data-products/carbon-monoxide). The TROPOMI CO data set proves useful to track the transport of air pollution on regional and global scales. The high signal to noise ratio of the measurements additionally allows to monitor pollution hot spots like cities, main traffic roads, and plumes from industrial activities, e.g., steel plants and biomass burning events using data from individual satellite overpasses.

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References

  1. Holloway T, Levy H, Kasibhatla P (2000) Global distribution of carbon monoxide. J Geophys Res Atmos 105(D10):12123–12147. https://doi.org/10.1029/1999jd901173

    Article  Google Scholar 

  2. Novelli PC, Masarie KA, Lang PM (1998) Distributions and recent changes of carbon monoxide in the lower troposphere. J Geophys Res Atmos 103(D15):19015–19033. https://doi.org/10.1029/98JD01366. https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/98JD01366

    Article  Google Scholar 

  3. Stocker TF, Qin D, Plattner GK, Alexander L, Allen S, Bindoff N, Bréon FM, Church J, Cubasch U, Emori S, Forster P, Friedlingstein P, Gillett N, Gregory J, Hartmann D, Jansen E, Kirtman B, Knutti R, Kumar KK, Lemke P, Marotzke J, Masson-Delmotte V, Meehl G, Mokhov I, Piao S, Ramaswamy V, Randall D, Rhein M, Rojas M, Sabine C, Shindell D, Talley L, Vaughan D, Xie SP (2013) Technical summary. In: Stocker TF, Qin D, Plattner G-K, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Climate change 2013: the physical science basis. Contribution of Working Group I to the fifth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK/New York

    Google Scholar 

  4. Gloudemans AMS, de Laat ATJ, Schrijver H, Aben I, Meirink JF, van der Werf GR (2009) SCIAMACHY CO over land and oceans: 2003–2007 interannual variability. Atmos Chem Phys 9(11):3799–3813. https://doi.org/10.5194/acp-9-3799-2009

    Article  Google Scholar 

  5. Pommier M, McLinden CA, Deeter M (2013) Relative changes in CO emissions over megacities based on observations from space. Geophys Res Lett 40(14):3766–3771. https://doi.org/10.1002/grl.50704

    Article  Google Scholar 

  6. Schneising O, Buchwitz M, Reuter M, Bovensmann H, Burrows JP (2020) Severe Californian wildfires in November 2018 observed from space: the carbon monoxide perspective. Atmos Chem Phys 20(6):3317–3332. https://doi.org/10.5194/acp-20-3317-2020. https://acp.copernicus.org/articles/20/3317/2020/

    Article  Google Scholar 

  7. Veefkind J, Aben I, McMullan K, Förster H, de Vries J, Otter G, Claas J, Eskes H, de Haan J, Kleipool Q, van Weele M, Hasekamp O, Hoogeveen R, Landgraf J, Snel R, Tol P, Ingmann P, Voors R, Kruizinga B, Vink R, Visser H, Levelt P (2012) TROPOMI on the ESA sentinel-5 precursor: a GMES mission for global observations of the atmospheric composition for climate, air quality and ozone layer applications. Remote Sens Environ 120:70–83. https://doi.org/10.1016/j.rse.2011.09.027

    Article  Google Scholar 

  8. Borsdorff T, aan de Brugh J, Hu H, Hasekamp O, Sussmann R, Rettinger M, Hase F, Gross J, Schneider M, Garcia O, Stremme W, Grutter M, Feist DG, Arnold SG, De Mazière M, Kumar Sha M, Pollard DF, Kiel M, Roehl C, Wennberg PO, Toon GC, Landgraf J (2018) Mapping carbon monoxide pollution from space down to city scales with daily global coverage. Atmos Meas Tech 11(10):5507–5518. https://doi.org/10.5194/amt-11-5507-2018. https://amt.copernicus.org/articles/11/5507/2018/

    Article  Google Scholar 

  9. Buchwitz M, Schneising O, Reuter M, Bovensmann H, Borrows JP, Notholt J (2018) Initial comparison of Sentinel-5-Precursor operational CO columns (v1.0.1) with MOPITT & first WFMD retrievals. In: S5P first products release workshop, ESA-Esrin, Frascati (Rome), Italy, 25–26 June. https://nikal.eventsair.com/QuickEventWebsitePortal/sentinel-5p-first-product-release-workshop/sentinel-5p

  10. Karppinen T, Kivi R, Lindqvist H, Lalongo I (2018) High latitudes validation for TROPOMI/S5P (HIGHVAL): preliminary validation results from CO data OFFL and RPRO. In: S5P first products release workshop, ESA-Esrin, Frascati (Rome), Italy, 25–26 June. https://nikal.eventsair.com/QuickEventWebsitePortal/sentinel-5p-first-product-release-workshop/sentinel-5p

  11. Landgraf J, Borsdorff T, Hu H, aan de Brugh J, Hasekamp O, Sneep M, ter Linden M, Sha MK, Langerock B (2018) TCCON team: validation of the carbon monoxide data product. In: S5P first products release workshop, ESA-Esrin, Frascati (Rome), Italy, 25–26 June. https://nikal.eventsair.com/QuickEventWebsitePortal/sentinel-5p-first-product-release-workshop/sentinel-5p

  12. Sha MK, Langerock B, De Mazière M, Dils B, Feist DG, Sussmann R, Hase F, Schneider M, Blumenstock T, Notholt J, Warneke T, Petri C, Kivi R, Te Y, Wennberg PO, Wunch D, Iraci LT, Strong K, Griffith DWT, Deutscher NM, Velazco VA, Morino I, Ohyama H, Uchino O, Shiomi K, Goo TY, Pollard DF, Borsdorff T, Hu H, Hasekamp OP, Landgraf J, Roehl CM, Kiel M, Toon G, TCCON team, NDACC team (2018) VDAF CO validation results & ESA AO # 28603 project TCCON4S5P first CO validation results using TCCON and NDACC data. In: S5P First products release workshop, ESA-ESRIN, Frascati (Rome), Italy, 25–26 June. https://nikal.eventsair.com/QuickEventWebsitePortal/sentinel-5p-first-product-release-workshop/sentinel-5p

  13. Worden H, Martinez-Alonso S (2018) TROPOMI-MOPITT initial CO total column comparisons. In: S5P first products release workshop, ESA-Esrin, Frascati (Rome), Italy, 25–26 June. https://nikal.eventsair.com/QuickEventWebsitePortal/sentinel-5p-first-product-release-workshop/sentinel-5p

  14. Borsdorff T, aan de Brugh J, Pandey S, Hasekamp O, Aben I, Houweling S, Landgraf J (2019) Carbon monoxide air pollution on sub-city scales and along arterial roads detected by the Tropospheric Monitoring Instrument. Atmos Chem Phys 19(6):3579–3588. https://doi.org/10.5194/acp-19-3579-2019. https://www.atmos-chem-phys.net/19/3579/2019/

    Article  Google Scholar 

  15. Borsdorff T, García Reynoso A, Maldonado G, Mar-Morales B, Stremme W, Grutter M, Landgraf J (2020) Monitoring CO emissions of the metropolis Mexico City using TROPOMI CO observations. Atmos Chem Phys 20(24):15761–15774. https://doi.org/10.5194/acp-20-15761-2020. https://acp.copernicus.org/articles/20/15761/2020/

    Article  Google Scholar 

  16. Borsdorff T, Hasekamp OP, Wassmann A, Landgraf J (2014) Insights into Tikhonov regularization: application to trace gas column retrieval and the efficient calculation of total column averaging kernels. Atmos Meas Tech 7(2):523–535. https://doi.org/10.5194/amt-7-523-2014

    Article  Google Scholar 

  17. Krol M, Houweling S, Bregman B, van den Broek M, Segers A, van Velthoven P, Peters W, Dentener F, Bergamaschi P (2005) The two-way nested global chemistry-transport zoom model TM5: algorithm and applications. Atmos Chem Phys 5(2):417–432. https://doi.org/10.5194/acp-5-417-2005. https://www.atmos-chem-phys.net/5/417/2005/

    Article  Google Scholar 

  18. Rothman L, Gordon I, Barbe A, Benner D, Bernath P, Birk M, Boudon V, Brown L, Campargue A, Champion JP, Chance K, Coudert L, Dana V, Devi V, Fally S, Flaud JM, Gamache R, Goldman A, Jacquemart D, Kleiner I, Lacome N, Lafferty W, Mandin JY, Massie S, Mikhailenko S, Miller C, Moazzen-Ahmadi N, Naumenko O, Nikitin A, Orphal J, Perevalov V, Perrin A, Predoi-Cross A, Rinsland C, Rotger M, Šimečková M, Smith M, Sung K, Tashkun S, Tennyson J, Toth R, Vandaele A, Vander Auwera J (2009) The HITRAN 2008 molecular spectroscopic database. J Quant Spectrosc Radiat Transf 110(9):533–572. https://doi.org/10.1016/j.jqsrt.2009.02.013. https://www.sciencedirect.com/science/article/pii/S0022407309000727. HITRAN

    Article  Google Scholar 

  19. Scheepmaker RA, Frankenberg C, Galli A, Butz A, Schrijver H, Deutscher NM, Wunch D, Warneke T, Fally S, Aben I (2013) Improved water vapour spectroscopy in the 4174-4300 cm-1 region and its impact on SCIAMACHY HDO/H2O measurements. Atmos Meas Tech 6(4):879–894. https://doi.org/10.5194/amt-6-879-2013. https://amt.copernicus.org/articles/6/879/2013/

    Article  Google Scholar 

  20. Birk M, Wagner G, Loos J, Mondelain D, Campargue A (2017) ESA SEOM-IAS – measurement database 2.3 μm region. https://doi.org/10.5281/zenodo.1009122

  21. Landgraf J, aan de Brugh J, Scheepmaker R, Borsdorff T, Hu H, Houweling S, Butz A, Aben I, Hasekamp O (2016) Carbon monoxide total column retrievals from TROPOMI shortwave infrared measurements. Atmos Meas Tech 9(10):4955–4975. https://doi.org/10.5194/amt-9-4955-2016

    Article  Google Scholar 

  22. Sha MK, Langerock B, Blavier JFL, Blumenstock T, Borsdorff T, Buschmann M, Dehn A, De Mazière M, Deutscher NM, Feist DG, García OE, Griffith DWT, Grutter M, Hannigan JW, Hase F, Heikkinen P, Hermans C, Iraci LT, Jeseck P, Jones N, Kivi R, Kumps N, Landgraf J, Lorente A, Mahieu E, Makarova MV, Mellqvist J, Metzger JM, Morino I, Nagahama T, Notholt J, Ohyama H, Ortega I, Palm M, Petri C, Pollard DF, Rettinger M, Robinson J, Roche S, Roehl CM, Röhling AN, Rousogenous C, Schneider M, Shiomi K, Smale D, Stremme W, Strong K, Sussmann R, Té Y, Uchino O, Velazco VA, Vrekoussis M, Wang P, Warneke T, Wizenberg T, Wunch D, Yamanouchi S, Yang Y, Zhou M (2021) Validation of methane and carbon monoxide from sentinel-5 precursor using TCCON and NDACC-IRWG stations. Atmos Meas Tech Discuss:1–84. https://doi.org/10.5194/amt-2021-36. https://amt.copernicus.org/preprints/amt-2021-36/

  23. Sha MK, De Mazière M, Notholt J, Blumenstock T, Chen H, Dehn A, Griffith DWT, Hase F, Heikkinen P, Hermans C, Hubener M, Jones N, Kivi R, Langerock B, Petri C, Tu Q, Weidmann D (2019) Low-resolution FTIR spectrometers for the validation of S5P CH4 and CO products. In: Copernicus Sentinel-5 Precursor validation team workshop, ESA-ESRIN, Frascati (Rome), Italy, 11–14 November. https://nikal.eventsair.com/QuickEventWebsitePortal/sentinel-5-precursor-workshop-2019/sentinel-5p

  24. Sha MK, Langerock B, De Mazière M (2020) S5P/TROPOMI CH4 and CO validation report using FRM4GHG campaign data, deliverable: D6 of Phase2, ESA-IPL-POE-LG-cl-LE-2015-1129. https://frm4ghg.aeronomie.be/index.php/outreach/deliverables

  25. Martínez-Alonso S, Deeter M, Worden H, Borsdorff T, Aben I, Commane R, Daube B, Francis G, George M, Landgraf J, Mao D, McKain K, Wofsy S (2020) 1.5 years of TROPOMI CO measurements: comparisons to MOPITT and ATom. Atmos Meas Tech 13(9):4841–4864. https://doi.org/10.5194/amt-13-4841-2020. https://amt.copernicus.org/articles/13/4841/2020/

    Article  Google Scholar 

  26. Borsdorff T, de Brugh JA, Hu H, Aben I, Hasekamp O, Landgraf J (2018) Measuring carbon monoxide with TROPOMI: first results and a comparison with ECMWF-IFS analysis data. Geophys Res Lett 45(0):2826–2832. https://doi.org/10.1002/2018GL077045. https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1002/2018GL077045

    Article  Google Scholar 

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Correspondence to Tobias Borsdorff .

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Borsdorff, T., Landgraf, J., Sha, M.K. (2022). TROPOMI Carbon Monoxide. In: Akimoto, H., Tanimoto, H. (eds) Handbook of Air Quality and Climate Change. Springer, Singapore. https://doi.org/10.1007/978-981-15-2527-8_59-1

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  • DOI: https://doi.org/10.1007/978-981-15-2527-8_59-1

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