Ground-level nitrogen dioxide concentrations inferred from the satellite-borne Ozone Monitoring Instrument

[1] We present an approach to infer ground-level nitrogen dioxide (NO2) concentrations by applying local scaling factors from a global three-dimensional model (GEOS-Chem) to tropospheric NO2 columns retrieved from the Ozone Monitoring Instrument (OMI) onboard the Aura satellite. Seasonal mean OMI surface NO2 derived from the standard tropospheric NO2 data product (Version 1.0.5, Collection 3) varies by more than two orders of magnitude ( 10 ppbv) over North America. Two ground-based data sets are used to validate the surface NO2 estimate and indirectly validate the OMI tropospheric NO2 retrieval: photochemical steady-state (PSS) calculations of NO2 based on in situ NO and O3 measurements, and measurements from a commercial chemiluminescent NO2 analyzer equipped with a molybdenum converter. An interference correction algorithm for the latter is developed using laboratory and field measurements and applied using modeled concentrations of the interfering species. The OMI-derived surface NO2 mixing ratios are compared with an in situ surface NO2 data obtained from the U.S. Environmental Protection Agency's Air Quality System (AQS) and Environment Canada's National Air Pollution Surveillance (NAPS) network for 2005 after correcting for the interference in the in situ data. The overall agreement of the OMI-derived surface NO2 with the corrected in situ measurements and PSS-NO2 is −11–36%. A larger difference in winter/spring than in summer/fall implies a seasonal bias in the OMI NO2 retrieval. The correlation between the OMI-derived surface NO2 and the ground-based measurements is significant (correlation coefficient up to 0.86) with a tendency for higher correlations in polluted areas. The satellite-derived data base of ground level NO2 concentrations could be valuable for assessing exposures of humans and vegetation to NO2, supplementing the capabilities of the ground-based networks, and evaluating air quality models and the effectiveness of air quality control strategies.

[1]  D. Jacob,et al.  Export of NOy from the North American boundary layer: Reconciling aircraft observations and global model budgets , 2004 .

[2]  Sander Greenland,et al.  Factoring vs linear modeling in rate estimation: A simulation study of relative accuracy , 1998 .

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

[4]  R. Cohen,et al.  Preparing to Measure the Effects of the NOx SIP Call— Methods for Ambient Air Monitoring of NO, NO2, NOy, and Individual NOz Species , 2002, Journal of the Air & Waste Management Association.

[5]  A. Hahne,et al.  GOME-2 – Metop ’ s Second-Generation Sensor for Operational Ozone Monitoring , 2000 .

[6]  R. Martin,et al.  Seasonal variability of NOx emissions over east China constrained by satellite observations: Implications for combustion and microbial sources , 2007 .

[7]  D. Fahey,et al.  Study of inlet materials for sampling atmospheric nitric acid , 1999 .

[8]  M. Chin,et al.  Natural and transboundary pollution influences on sulfate‐nitrate‐ammonium aerosols in the United States: Implications for policy , 2004 .

[9]  R. Martin,et al.  Global and regional decreases in tropospheric oxidants from photochemical effects of aerosols , 2003 .

[10]  S. Herndon,et al.  Technical note: Evaluation of standard ultraviolet absorption ozone monitors in a polluted urban environment , 2006 .

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

[12]  Reinhard Beer,et al.  Overview of the EOS aura mission , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[13]  B. Holstein,et al.  Lung function and long-term exposure to cement dust. , 1977, Scandinavian journal of respiratory diseases.

[14]  Piet Stammes,et al.  Cloud pressure retrieval using the O2‐O2 absorption band at 477 nm , 2004 .

[15]  A. Fontijn,et al.  Homogeneous chemiluminescent measurement of nitric oxide with ozone. Implications for continuous selective monitoring of gaseous air pollutants , 1970 .

[16]  Johannes W. Kaiser,et al.  Comparison of GOME tropospheric NO 2 columns with NO 2 profiles deduced from ground-based in situ measurements , 2006 .

[17]  Arlene M. Fiore,et al.  Space‐based diagnosis of surface ozone sensitivity to anthropogenic emissions , 2004 .

[18]  J. W. Drummond,et al.  Intercomparison of NO sub 2 measurement techniques , 1990 .

[19]  M. Buchwitz,et al.  SCIAMACHY: Mission Objectives and Measurement Modes , 1999 .

[20]  R. Martin,et al.  Impact of transatlantic transport episodes on summertime ozone in Europe , 2006 .

[21]  R. Martin,et al.  Space‐based constraints on the production of nitric oxide by lightning , 2007 .

[22]  J. Barnard,et al.  An evaluation of the FAST-J photolysis algorithm for predicting nitrogen dioxide photolysis rates under clear and cloudy sky conditions , 2004 .

[23]  K. F. Boersma,et al.  Validation of OMI tropospheric NO2 observations during INTEX-B and application to constrain NOx emissions over the eastern United States and Mexico , 2008 .

[24]  P. Palmer,et al.  Asian emissions of CO and NOx : Constraints from aircraft and Chinese station data , 2004 .

[25]  F. Fehsenfeld,et al.  An efficient photolysis system for fast-response NO2 measurements , 2000 .

[26]  K. Berhane,et al.  Association between air pollution and lung function growth in southern California children. , 2000, American journal of respiratory and critical care medicine.

[27]  Xiong Liu,et al.  Remote sensed and in situ constraints on processes affecting tropical tropospheric ozone , 2006 .

[28]  Oliver Wild,et al.  Fast-J: Accurate Simulation of In- and Below-Cloud Photolysis in Tropospheric Chemical Models , 2000 .

[29]  N. Kosugi,et al.  Photostationary-state of NOx in the Urban Atmosphere in Japan , 2002 .

[30]  M. Zahniser,et al.  Implementation of a Markov Chain Monte Carlo method to inorganic aerosol modeling of observations from the MCMA-2003 campaign – Part I: Model description and application to the La Merced site , 2006 .

[31]  R. Martin,et al.  Estimating ground-level PM 2.5 using aerosol optical depth determined from satellite remot , 2006 .

[32]  James F. Gleason,et al.  An improved retrieval of tropospheric nitrogen dioxide from GOME , 2002 .

[33]  Charles E. Kolb,et al.  Air quality in North America's most populous city - overview of the MCMA-2003 campaign , 2007 .

[34]  Henk Eskes,et al.  Error analysis for tropospheric NO2 retrieval from space , 2004 .

[35]  R. Burnett,et al.  Further interpretation of the acute effect of nitrogen dioxide observed in Canadian time-series studies , 2007, Journal of Exposure Science and Environmental Epidemiology.

[36]  Ulrich Platt,et al.  Differential optical absorption spectroscopy (DOAS) , 1994 .

[37]  David M Stieb,et al.  Meta-Analysis of Time-Series Studies of Air Pollution and Mortality: Update in Relation to the Use of Generalized Additive Models , 2003, Journal of the Air & Waste Management Association.

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

[39]  L. Pilotto,et al.  Health effects of daily indoor nitrogen dioxide exposure in people with asthma. , 2000, The European respiratory journal.

[40]  D. Jacob,et al.  Global modeling of tropospheric chemistry with assimilated meteorology : Model description and evaluation , 2001 .

[41]  A. Volz-Thomas,et al.  Inorganic trace gases and peroxy radicals during BERLIOZ at Pabstthum: An investigation of the photostationary state of NOx and O3 , 2003 .

[42]  R. Martin,et al.  Estimating ground-level PM2.5 using aerosol optical depth determined from satellite remote sensing , 2006 .

[43]  S. Gilge,et al.  Assessment of the applicability of NO-NO 2 -O 3 photostationary state to long-term measurements at the Hohenpeissenberg GAW Station, Germany , 2004 .

[44]  G. Carmichael,et al.  Reactive nitrogen distribution and partitioning in the North American troposphere and lowermost stratosphere , 2007 .

[45]  Kelly Chance,et al.  Global partitioning of NOx sources using satellite observations: relative roles of fossil fuel combustion, biomass burning and soil emissions. , 2005, Faraday discussions.

[46]  J. William Munger,et al.  Regional budgets for nitrogen oxides from continental sources: Variations of rates for oxidation and deposition with season and distance from source regions , 1998 .

[47]  M. Molina,et al.  Mexico City basin wind circulation during the MCMA-2003 field campaign , 2005 .

[48]  Aaron L. Swanson,et al.  Evaluation of space‐based constraints on global nitrogen oxide emissions with regional aircraft measurements over and downwind of eastern North America , 2006 .

[49]  D. Jacob,et al.  Impact of new laboratory studies of N2O5 hydrolysis on global model budgets of tropospheric nitrogen oxides, ozone, and OH , 2005, Geophysical Research Letters.

[50]  James F. Gleason,et al.  Validation of OMI tropospheric NO2 column densities using direct‐Sun mode Brewer measurements at NASA Goddard Space Flight Center , 2008 .

[51]  J. Langlois,et al.  Are Female Drivers Safer? An Application of the Decomposition Method , 1998, Epidemiology.

[52]  Glen Jaross,et al.  Validation of Ozone Monitoring Instrument level 1b data products , 2008 .

[53]  Arthur M. Winer,et al.  RESPONSE OF COMMERCIAL CHEMILUMINESCENT NO-NO2 ANALYSERS TO OTHER NITROGEN-CONTAINING COMPOUNDS , 1974 .

[54]  Sabit Cakmak,et al.  Associations between Short-Term Changes in Nitrogen Dioxide and Mortality in Canadian Cities , 2004, Archives of environmental health.

[55]  M. Zahniser,et al.  Implementation of a Markov Chain Monte Carlo Method to inorganic aerosol modeling of observations from the MCMA-2003 Campaign. Part II: Model application to the CENICA, Pedregal and Santa Ana sites , 2006 .

[56]  H. Levy,et al.  Empirical model of global soil‐biogenic NOχ emissions , 1995 .

[57]  Edward B Rappaport,et al.  Association between air pollution and lung function growth in southern California children: results from a second cohort. , 2002, American journal of respiratory and critical care medicine.

[58]  Roland Keller,et al.  Associations between Lung Function and Estimated Average Exposure to NO2 in Eight Areas of Switzerland , 1998, Epidemiology.

[59]  J. Stutz,et al.  Relative humidity dependence of HONO chemistry in urban areas , 2004 .

[60]  J. Harrison,et al.  Response of chemiluminescence NOx analyzers and ultraviolet ozone analyzers to organic air pollutants. , 1985, Environmental science & technology.

[61]  R. Martin,et al.  Interannual and seasonal variability of biomass burning emissions constrained by satellite observations , 2003 .

[62]  James F. Gleason,et al.  Algorithm for NO/sub 2/ vertical column retrieval from the ozone monitoring instrument , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[63]  D. Jacob,et al.  Mapping annual mean ground‐level PM2.5 concentrations using Multiangle Imaging Spectroradiometer aerosol optical thickness over the contiguous United States , 2004 .

[64]  Alan Fried,et al.  Evaluation of GOME satellite measurements of tropospheric NO2 and HCHO using regional data from aircraft campaigns in the southeastern United States , 2004 .

[65]  Steffen Beirle,et al.  Weekly cycle of NO 2 by GOME measurements: a signature of anthropogenic sources , 2003 .

[66]  Henk Eskes,et al.  Intercomparison of SCIAMACHY and OMI Tropospheric NO2 Columns: Observing the Diurnal Evolution of Chemistry and Emissions from Space , 2008 .

[67]  Alan Fried,et al.  Surface and Lightning Sources of Nitrogen Oxides over the United States: Magnitudes, Chemical Evolution, and Outflow , 2007 .

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

[69]  B. Finlayson‐Pitts,et al.  Atmospheric chemistry : fundamentals and experimental techniques , 1986 .

[70]  R. Keller [Air pollution and lung diseases in adults]. , 1986, Sozial- und Praventivmedizin.

[71]  Michel Gerboles,et al.  Assessment of uncertainty of NO2 measurements by the chemiluminescence method and discussion of the quality objective of the NO2 European Directive. , 2003, Journal of environmental monitoring : JEM.

[72]  Kenneth L. Demerjian,et al.  A review of national monitoring networks in North America , 2000 .

[73]  R. Hirsch,et al.  METHODS OF FITTING A STRAIGHT LINE TO DATA: EXAMPLES IN WATER RESOURCES , 1984 .

[74]  John P. Burrows,et al.  Comparison of 7 years of satellite‐borne and ground‐based tropospheric NO2 measurements around Milan, Italy , 2006 .

[75]  U. Baltensperger,et al.  Summertime NO y speciation at the Jungfraujoch, 3580 m above sea level, Switzerland , 2000 .

[76]  Marco Binotti,et al.  Monitoring Nitrogen Dioxide and its Effects on Asthmatic Patients: Two Different Strategies Compared , 2000 .

[77]  Daniele Bortoli,et al.  First comparison between ground-based and satellite-borne measurements of tropospheric nitrogen dioxide in the Po basin , 2004 .

[78]  J. Schwartz,et al.  Short-term effects of nitrogen dioxide on mortality: an analysis within the APHEA project , 2006, European Respiratory Journal.

[79]  J. Veefkind,et al.  Comparison of tropospheric NO2 from in situ aircraft measurements with near-real-time and standard product data from OMI , 2008 .

[80]  Pawan K. Bhartia,et al.  Science objectives of the ozone monitoring instrument , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[81]  U Ackermann-Liebrich,et al.  Lung function and long term exposure to air pollutants in Switzerland. Study on Air Pollution and Lung Diseases in Adults (SAPALDIA) Team. , 1997, American journal of respiratory and critical care medicine.

[82]  Jennifer A. Logan,et al.  Nitrogen oxides in the troposphere: Global and regional budgets , 1983 .

[83]  D. Jacob,et al.  Ozone production in transpacific Asian pollution plumes and implications for ozone air quality in California , 2004, Journal of Geophysical Research: Atmospheres.

[84]  J. Veefkind,et al.  Validation of Ozone Monitoring Instrument nitrogen dioxide columns , 2008 .

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

[86]  K. F. Boersma,et al.  Traffic restrictions associated with the Sino‐African summit: Reductions of NOx detected from space , 2007 .

[87]  D. Fahey,et al.  A ground‐based intercomparison of NO, NO x , and NO y measurement techniques , 1987 .

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

[89]  Global simulation of tropospheric O3-NOx-hydrocarbon chemistry: 1. Model formulation , 1998 .

[90]  Michael Buchwitz,et al.  The Global Ozone Monitoring Experiment (Gome) : Mission, instrument concept, and first scientific results , 1997 .

[91]  David D. Nelson,et al.  Evaluation of nitrogen dioxide chemiluminescence monitors in a polluted urban environment , 2007 .

[92]  M. Steinbacher,et al.  Nitrogen oxide measurements at rural sites in Switzerland : Bias of conventional measurement techniques , 2007 .