Effect of changing NOx lifetime on the seasonality and long-term trends of satellite-observed tropospheric NO2 columns over China

Abstract. Satellite observations of tropospheric NO2 columns are extensively used to infer trends in anthropogenic emissions of nitrogen oxides (NOx ≡ NO + NO2), but this may be complicated by trends in NOx lifetime. Here we use 2004–2018 observations from the OMI satellite-based instrument (QA4ECV and POMINO v2 retrievals) to examine the seasonality and trends of tropospheric NO2 columns over central-eastern China, and we interpret the results with the GEOS-Chem chemical transport model. The observations show a factor of 3 increase in NO2 columns from summer to winter, which we explain in GEOS-Chem as reflecting a longer NOx lifetime in winter than in summer (21 h versus 5.9 h in 2017). The 2005–2018 summer trends of OMI NO2 closely follow the trends in the Multi-resolution Emission Inventory for China (MEIC), with a rise over the 2005–2011 period and a 25 % decrease since. We find in GEOS-Chem no significant trend of the NOx lifetime in summer, supporting the emission trend reported by MEIC. The winter trend of OMI NO2 is steeper than in summer over the entire period, which we attribute to a decrease in NOx lifetime at lower NOx emissions. Half of the NOx sink in winter is from N2O5 hydrolysis, which counterintuitively becomes more efficient as NOx emissions decrease due to less titration of ozone at night. Formation of organic nitrates also becomes an increasing sink of NOx as NOx emissions decrease but emissions of volatile organic compounds (VOCs) do not.

[1]  William J. Koshak,et al.  Optimized regional and interannual variability of lightning in a global chemical transport model constrained by LIS/OTD satellite data , 2012 .

[2]  D. Jacob,et al.  Accounting for non-linear chemistry of ship plumes in the GEOS-Chem global chemistry transport model , 2011 .

[3]  Steffen Beirle,et al.  Improving algorithms and uncertainty estimates for satellite NO2 retrievals: results from the quality assurance for the essential climate variables (QA4ECV) project , 2018, Atmospheric Measurement Techniques.

[4]  Bin Zhao,et al.  The Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2). , 2017, Journal of climate.

[5]  Michael B. McElroy,et al.  A nested grid formulation for chemical transport over Asia: Applications to CO , 2004 .

[6]  N. Krotkov,et al.  The observed response of Ozone Monitoring Instrument (OMI) NO2 columns to NOx emission controls on power plants in the United States: 2005–2011 , 2013 .

[7]  Henk Eskes,et al.  Detection of the trend and seasonal variation in tropospheric NO2 over China , 2006 .

[8]  Qiang Zhang,et al.  Anthropogenic drivers of 2013–2017 trends in summer surface ozone in China , 2018, Proceedings of the National Academy of Sciences.

[9]  J. Thornton,et al.  Toward a general parameterization of N 2 O 5 reactivity on aqueous particles: the competing effects of particle liquid water, nitrate and chloride , 2009 .

[10]  Marc E.J. Stettler,et al.  Air quality and public health impacts of UK airports. Part I: Emissions , 2011 .

[11]  D. Jacob,et al.  Fine particulate matter (PM2.5) trends in China, 2013–2018: contributions from meteorology , 2019 .

[12]  Sebastian Broch,et al.  Wintertime photochemistry in Beijing: observations of ROx radical concentrations in the North China Plain during the BEST-ONE campaign , 2018, Atmospheric Chemistry and Physics.

[13]  C. Granier,et al.  Long‐Term Trends of Anthropogenic SO2, NOx, CO, and NMVOCs Emissions in China , 2018, Earth's Future.

[14]  Chao,et al.  Heterogeneous N 2 O 5 uptake coefficient and production yield of ClNO 2 in polluted northern China : roles of aerosol water content and chemical composition , 2018 .

[15]  S. Beirle,et al.  NOx emission trends over Chinese cities estimated from OMI observations during 2005 to 2015. , 2017, Atmospheric chemistry and physics.

[16]  D. Jacob,et al.  Sources, seasonality, and trends of southeast US aerosol: an integrated analysis of surface, aircraft, and satellite observations with the GEOS-Chem chemical transport model , 2015 .

[17]  Bo Huang,et al.  Rapid growth in nitrogen dioxide pollution over Western China, 2005–2013 , 2015 .

[18]  Heikki Saari,et al.  The ozone monitoring instrument , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[19]  Yuhang Wang,et al.  Reduction in NO(x) emission trends over China: regional and seasonal variations. , 2013, Environmental science & technology.

[20]  Tao Wang,et al.  Heterogeneous N2O5 uptake coefficient and production yield of ClNO2 in polluted northern China: roles of aerosol water content and chemical composition , 2018, Atmospheric Chemistry and Physics.

[21]  Robert J. D. Spurr,et al.  Air-mass factor formulation for spectroscopic measurements from satellites: application to formaldeh , 2001 .

[22]  Christian Hermans,et al.  Four years of ground-based MAX-DOAS observations of HONO and NO 2 in the Beijing area , 2012 .

[23]  G. Carmichael,et al.  MIX: a mosaic Asian anthropogenic emission inventory under the international collaboration framework of the MICS-Asia and HTAP , 2017 .

[24]  D. Jacob,et al.  Organic nitrate chemistry and its implications for nitrogen budgets in an isoprene- and monoterpene-rich atmosphere: constraints from aircraft (SEAC4RS) and ground-based (SOAS) observations in the Southeast US. , 2016, Atmospheric chemistry and physics.

[25]  Tracey Holloway,et al.  Spatial and temporal variability of ozone sensitivity over China observed from the Ozone Monitoring Instrument , 2015 .

[26]  R. Martin Satellite remote sensing of surface air quality , 2008 .

[27]  D. Jacob Heterogeneous chemistry and tropospheric ozone , 2000 .

[28]  E. Saikawa,et al.  Comparison of emissions inventories of anthropogenic air pollutants and greenhouse gases in China , 2017 .

[29]  Zifeng Lu,et al.  Increase in NOx emissions from Indian thermal power plants during 1996-2010: unit-based inventories and multisatellite observations. , 2012, Environmental science & technology.

[30]  Andreas Hilboll,et al.  Long-term changes of tropospheric NO 2 over megacities derived from multiple satellite instruments , 2012 .

[31]  Pinhua Xie,et al.  Characterising low-cost sensors in highly portable platforms to quantify personal exposure in diverse environments , 2019, Atmospheric measurement techniques.

[32]  R. Martin,et al.  Application of satellite observations for timely updates to global anthropogenic NOx emission inventories , 2011 .

[33]  Gabriele Curci,et al.  CHIMERE 2013 : a model for regional atmospheric composition modelling , 2013 .

[34]  David G. Streets,et al.  A space‐based, high‐resolution view of notable changes in urban NOx pollution around the world (2005–2014) , 2016 .

[35]  K. Boersma,et al.  Retrieving tropospheric nitrogen dioxide over China from the Ozone Monitoring Instrument : e ff ects of aerosols , surf c reflectance anisotropy and vertical profile of nitrogen dioxide , 2013 .

[36]  Zhiliang Yao,et al.  NOx emission trends for China, 1995–2004: The view from the ground and the view from space , 2007 .

[37]  Mingxu Liu,et al.  Influence of aerosols and surface reflectance on satellite NO 2 retrieval: seasonal and spatial characteristics and implications for NO x emission constraints , 2015 .

[38]  L. G. Tilstra,et al.  The Ozone Monitoring Instrument: overview of 14 years in space , 2017 .

[39]  Yang Liu,et al.  Effects of air pollution control policies on PM2.5 pollution improvement in China from 2005 to 2017: a satellite-based perspective , 2019, Atmospheric Chemistry and Physics.

[40]  K. Boersma,et al.  Trends, seasonal variability and dominant NOx source derived from a ten year record of NO2 measured from space , 2008 .

[41]  A.J.H. Visschedijk,et al.  Curriculum vitae of the LOTOS – EUROS ( v 2 . 0 ) chemistry transport model , 2017 .

[42]  Meigen Zhang,et al.  Observation of nitrous acid (HONO) in Beijing, China: Seasonal variation, nocturnal formation and daytime budget. , 2017, The Science of the total environment.

[43]  Meng Li,et al.  Trends in China's anthropogenic emissions since 2010 as the consequence of clean air actions , 2018, Atmospheric Chemistry and Physics.

[44]  Thomas P. Kurosu,et al.  Global inventory of nitrogen oxide emissions constrained by space‐based observations of NO2 columns , 2003 .

[45]  J. Thornton,et al.  Heterogeneous N2O5 Uptake During Winter: Aircraft Measurements During the 2015 WINTER Campaign and Critical Evaluation of Current Parameterizations , 2018 .

[46]  John H. Seinfeld,et al.  Effect of changes in climate and emissions on future sulfate-nitrate-ammonium aerosol levels in the United States: FUTURE INORGANIC AEROSOLS IN THE U.S. , 2009 .

[47]  Yang Liu,et al.  Recent changes in particulate air pollution over China observed from space and the ground: effectiveness of emission control. , 2010, Environmental science & technology.

[48]  Yuzhong Zhang,et al.  Inverse modelling of NO x emissions over eastern China: uncertainties dueto chemical non-linearity , 2016 .

[49]  T. Zhu,et al.  Occurrence of atmospheric nitrous acid in the urban area of Beijing (China). , 2013, The Science of the total environment.

[50]  R. Cohen,et al.  Direct observation of changing NOx lifetime in North American cities , 2019, Science.

[51]  D. Jacob,et al.  Why do Models Overestimate Surface Ozone in the Southeastern United States? , 2016, Atmospheric chemistry and physics.

[52]  R. Martin,et al.  Comparing mass balance and adjoint methods for inverse modeling of nitrogen dioxide columns for global nitrogen oxide emissions , 2017 .

[53]  Naresh Kumar,et al.  Nitrogen Deposition to the United States: Distribution, Sources, and Processes , 2012 .

[54]  William Lahoz,et al.  Recent satellite-based trends of tropospheric nitrogen dioxide over large urban agglomerations worldwide , 2014 .

[55]  Bernd Jähne,et al.  Quantitative analysis of NO x emissions from Global Ozone Monitoring Experiment satellite image sequences , 2001 .

[56]  Yang Wang,et al.  Structural uncertainty in air mass factor calculation for NO2 and HCHO satellite retrievals , 2016 .

[57]  R. Martin,et al.  Retrieving tropospheric nitrogen dioxide from the Ozone Monitoring Instrument: effects of aerosols, surface reflectance anisotropy, and vertical profile of nitrogen dioxide , 2013 .

[58]  M. McElroy,et al.  Regional CO pollution and export in China simulated by the high-resolution nested-grid GEOS-Chem model , 2009 .

[59]  K. Stemmler,et al.  Light induced conversion of nitrogen dioxide into nitrous acid on submicron humic acid aerosol , 2007 .

[60]  R. Martin,et al.  Emissions estimation from satellite retrievals: A review of current capability , 2013 .

[61]  P. Levelt,et al.  The High-Resolution Solar Reference Spectrum between 250 and 550 nm and its Application to Measurements with the Ozone Monitoring Instrument , 2008 .

[62]  Bin Zhou,et al.  Long-term observation of atmospheric nitrous acid (HONO) and its implication to local NO2 levels in Shanghai, China , 2013 .

[63]  D. Jacob,et al.  Using satellite observations of tropospheric NO2 columns to infer long-term trends in US NOx emissions: the importance of accounting for the free tropospheric NO2 background , 2019, Atmospheric Chemistry and Physics.

[64]  F. Spataro,et al.  Sources of atmospheric nitrous acid: State of the science, current research needs, and future prospects , 2014, Journal of the Air & Waste Management Association.

[65]  D. Jacob,et al.  Global impacts of tropospheric halogens (Cl, Br, I) on oxidants and composition in GEOS-Chem , 2016 .

[66]  Yang Liu,et al.  Effects of air pollution control policies on PM2.5 pollution improvement in China from 2005 to 2017: a satellite-based perspective , 2018, Atmospheric Chemistry and Physics.

[67]  D. A. Day,et al.  Nitrogen Oxides Emissions, Chemistry, Deposition, and Export Over the Northeast United States During the WINTER Aircraft Campaign , 2018, Journal of Geophysical Research: Atmospheres.

[68]  A. Richter,et al.  Satellite remote sensing of changes in NOx emissions over China during 1996–2010 , 2012 .

[69]  Joseph P. Pinto,et al.  Ground-level nitrogen dioxide concentrations inferred from the satellite-borne Ozone Monitoring Instrument , 2008 .

[70]  J. Burrows,et al.  Systematic analysis of interannual and seasonal variations of model-simulated tropospheric NO 2 in Asia and comparison with GOME-satellite data , 2006 .

[71]  M. McElroy,et al.  Impacts of boundary layer mixing on pollutant vertical profiles in the lower troposphere: Implications to satellite remote sensing , 2010 .

[72]  Jörg Kleffmann,et al.  Daytime sources of nitrous acid (HONO) in the atmospheric boundary layer. , 2007, Chemphyschem : a European journal of chemical physics and physical chemistry.

[73]  Yuxuan Wang,et al.  A large decline of tropospheric NO2 in China observed from space by SNPP OMPS. , 2019, The Science of the total environment.

[74]  Dylan B. A. Jones,et al.  Unexpected slowdown of US pollutant emission reduction in the past decade , 2018, Proceedings of the National Academy of Sciences.

[75]  R. C. Hudman,et al.  Effects of model resolution on the interpretation of satellite NO 2 observations , 2011 .

[76]  David G. Streets,et al.  Aura OMI observations of regional SO2 and NO2 pollution changes from 2005 to 2015 , 2015 .

[77]  Keywan Riahi,et al.  Evolution of anthropogenic and biomass burning emissions of air pollutants at global and regional scales during the 1980–2010 period , 2011 .

[78]  Prakash Karamchandani,et al.  Sub-Grid Scale Plume Modeling , 2011 .

[79]  J. M. Reeves,et al.  ClNO2 Yields From Aircraft Measurements During the 2015 WINTER Campaign and Critical Evaluation of the Current Parameterization , 2018, Journal of Geophysical Research: Atmospheres.

[80]  Meng Li,et al.  Anthropogenic emission inventories in China: a review , 2017 .

[81]  Chunjiao Wang,et al.  The Spatial–Temporal Variation of Tropospheric NO2 over China during 2005 to 2018 , 2019, Atmosphere.

[82]  P. Wiesen,et al.  Heterogeneous conversion of NO 2 on secondary organic aerosol surfaces: A possible source of nitrous acid (HONO) in the atmosphere? , 2003 .

[83]  J. Burrows,et al.  Increase in tropospheric nitrogen dioxide over China observed from space , 2005, Nature.

[84]  Sha Lu,et al.  Curriculum vitae of the LOTOS–EUROS (v2.0) chemistry transport model , 2017 .

[85]  J. Thornton,et al.  Chemical feedbacks weaken the wintertime response of particulate sulfate and nitrate to emissions reductions over the eastern United States , 2018, Proceedings of the National Academy of Sciences.

[86]  Lu Shen,et al.  Fine particulate matter (PM2.5) trends in China, 2013–2018: separating contributions from anthropogenic emissions and meteorology , 2019, Atmospheric Chemistry and Physics.

[87]  Ying Zhang,et al.  Heterogeneous reactions of NO 2 with CaCO 3 –(NH 4 ) 2 SO 4 mixtures at different relative humidities , 2016 .

[88]  Alexis K.H. Lau,et al.  High-resolution satellite remote sensing of provincial PM2.5 trends in China from 2001 to 2015 , 2018 .

[89]  R. C. Hudman,et al.  Steps towards a mechanistic model of global soil nitric oxide emissions: implementation and space based-constraints , 2012 .

[90]  K. Boersma,et al.  Assessing the distribution and growth rates of NOx emission sources by inverting a 10‐year record of NO2 satellite columns , 2008 .

[91]  G. Vinken,et al.  The climate impact of ship NO x emissions: an improved estimate accounting for plume chemistry , 2014 .

[92]  L. Kleinman Low and high NOx tropospheric photochemistry , 1994 .

[93]  Kebin He,et al.  Recent reduction in NOx emissions over China: synthesis of satellite observations and emission inventories , 2016 .

[94]  K. F. Boersma,et al.  Trends and trend reversal detection in 2 decades of tropospheric NO2 satellite observations , 2019, Atmospheric Chemistry and Physics.

[95]  Michael B. McElroy,et al.  Detection from space of a reduction in anthropogenic emissions of nitrogen oxides during the Chinese economic downturn , 2011 .