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Li J, Wang Y, Zhang R, Smeltzer C, Weinheimer A, Herman J, Boersma KF, Celarier EA, Long RW, Szykman JJ, Delgado R, Thompson AM, Knepp TN, Lamsal LN, Janz SJ, Kowalewski MG, Liu X, Nowlan CR. Comprehensive evaluations of diurnal NO 2 measurements during DISCOVER-AQ 2011: effects of resolution-dependent representation of NO x emissions. ATMOSPHERIC CHEMISTRY AND PHYSICS 2021; 21:11133-11160. [PMID: 35949546 PMCID: PMC9359208 DOI: 10.5194/acp-21-11133-2021] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Nitrogen oxides (NO x =NO+NO2) play a crucial role in the formation of ozone and secondary inorganic and organic aerosols, thus affecting human health, global radiation budget, and climate. The diurnal and spatial variations in NO2 are functions of emissions, advection, deposition, vertical mixing, and chemistry. Their observations, therefore, provide useful constraints in our understanding of these factors. We employ a Regional chEmical and trAnsport model (REAM) to analyze the observed temporal (diurnal cycles) and spatial distributions of NO2 concentrations and tropospheric vertical column densities (TVCDs) using aircraft in situ measurements and surface EPA Air Quality System (AQS) observations as well as the measurements of TVCDs by satellite instruments (OMI: the Ozone Monitoring Instrument; GOME-2A: Global Ozone Monitoring Experiment - 2A), ground-based Pandora, and the Airborne Compact Atmospheric Mapper (ACAM) instrument in July 2011 during the DISCOVER-AQ campaign over the Baltimore-Washington region. The model simulations at 36 and 4 km resolutions are in reasonably good agreement with the regional mean temporospatial NO2 observations in the daytime. However, we find significant overestimations (underestimations) of model-simulated NO2 (O3) surface concentrations during night-time, which can be mitigated by enhancing nocturnal vertical mixing in the model. Another discrepancy is that Pandora-measured NO2 TVCDs show much less variation in the late afternoon than simulated in the model. The higher-resolution 4 km simulations tend to show larger biases compared to the observations due largely to the larger spatial variations in NO x emissions in the model when the model spatial resolution is increased from 36 to 4 km. OMI, GOME-2A, and the high-resolution aircraft ACAM observations show a more dispersed distribution of NO2 vertical column densities (VCDs) and lower VCDs in urban regions than corresponding 36 and 4 km model simulations, likely reflecting the spatial distribution bias of NO x emissions in the National Emissions Inventory (NEI) 2011.
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Affiliation(s)
- Jianfeng Li
- School of Earth and Atmospheric Sciences, Georgia Institute
of Technology, Atlanta, GA, USA
| | - Yuhang Wang
- School of Earth and Atmospheric Sciences, Georgia Institute
of Technology, Atlanta, GA, USA
| | - Ruixiong Zhang
- School of Earth and Atmospheric Sciences, Georgia Institute
of Technology, Atlanta, GA, USA
| | - Charles Smeltzer
- School of Earth and Atmospheric Sciences, Georgia Institute
of Technology, Atlanta, GA, USA
| | | | - Jay Herman
- Joint Center for Earth Systems Technology, University of
Maryland Baltimore County, Baltimore, MD, USA
| | - K. Folkert Boersma
- Royal Netherlands Meteorological Institute, De Bilt, the
Netherlands
- Meteorology and Air Quality Group, Wageningen University,
Wageningen, the Netherlands
| | - Edward A. Celarier
- NASA Goddard Space Flight Center, Greenbelt, MD, USA
- Universities Space Research Association, Columbia, MD,
USA
| | - Russell W. Long
- National Exposure Research Laboratory, Office of Research
and Development, US Environmental Protection Agency, Research Triangle Park, NC,
USA
| | - James J. Szykman
- National Exposure Research Laboratory, Office of Research
and Development, US Environmental Protection Agency, Research Triangle Park, NC,
USA
| | - Ruben Delgado
- Joint Center for Earth Systems Technology, University of
Maryland Baltimore County, Baltimore, MD, USA
| | | | - Travis N. Knepp
- NASA Langley Research Center, Virginia, USA
- Science Systems and Applications, Inc., Hampton, VA,
USA
| | - Lok N. Lamsal
- NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Scott J. Janz
- NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | | | - Xiong Liu
- Atomic and Molecular Physics Division,
Harvard–Smithsonian Center for Astrophysics, Cambridge, MA, USA
| | - Caroline R. Nowlan
- Atomic and Molecular Physics Division,
Harvard–Smithsonian Center for Astrophysics, Cambridge, MA, USA
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Day M, Pouliot G, Hunt S, Baker KR, Beardsley M, Frost G, Mobley D, Simon H, Henderson BB, Yelverton T, Rao V. Reflecting on progress since the 2005 NARSTO emissions inventory report. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION (1995) 2019; 69:1023-1048. [PMID: 31184543 PMCID: PMC6784547 DOI: 10.1080/10962247.2019.1629363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 05/16/2019] [Indexed: 06/09/2023]
Abstract
Emission inventories are the foundation for cost-effective air quality management activities. In 2005, a report by the public/private partnership North American Research Strategy for Tropospheric Ozone (NARSTO) evaluated the strengths and weaknesses of North American emissions inventories and made recommendations for improving their effectiveness. This paper reviews the recommendation areas and briefly discusses what has been addressed, what remains unchanged, and new questions that have arisen. The findings reveal that all emissions inventory improvement areas identified by the 2005 NARSTO publication have been explored and implemented to some degree. The U.S. National Emissions Inventory has become more detailed and has incorporated new research into previously under-characterized sources such as fine particles and biomass burning. Additionally, it is now easier to access the emissions inventory and the documentation of the inventory via the internet. However, many emissions-related research needs exist, on topics such as emission estimation methods, speciation, scalable emission factor development, incorporation of new emission measurement techniques, estimation of uncertainty, top-down verification, and analysis of uncharacterized sources. A common theme throughout this retrospective summary is the need for increased coordination among stakeholders. Researchers and inventory developers must work together to ensure that planned emissions research and new findings can be used to update the emissions inventory. To continue to address emissions inventory challenges, industry, the scientific community, and government agencies need to continue to leverage resources and collaborate as often as possible. As evidenced by the progress noted, continued investment in and coordination of emissions inventory activities will provide dividends to air quality management programs across the country, continent, and world. Implications: In 2005, a report by the public/private partnership North American Research Strategy for Tropospheric Ozone (NARSTO) evaluated the strengths and weaknesses of North American air pollution emissions inventories. This paper reviews the eight recommendation areas and briefly discusses what has been addressed, what remains unchanged, and new questions that have arisen. Although progress has been made, many opportunities exist for the scientific agencies, industry, and government agencies to leverage resources and collaborate to continue improving emissions inventories.
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Affiliation(s)
- Melissa Day
- 2015-2017 AAAS Science & Technology Policy Fellow, Environmental Protection Agency , Washington , DC , USA
| | - George Pouliot
- Office of Research and Development, Environmental Protection Agency , Research Triangle Park , NC , USA
| | - Sherri Hunt
- Office of Research and Development, Environmental Protection Agency , Research Triangle Park , NC , USA
| | - Kirk R Baker
- Office of Air and Radiation, Environmental Protection Agency , Research Triangle Park , NC , USA
| | - Megan Beardsley
- Office of Transportation and Air Quality, Environmental Protection Agency , Ann Arbor , MI , USA
| | - Gregory Frost
- Earth System Research Laboratory, National Oceanic and Atmospheric Administration , Boulder , CO , USA
| | - David Mobley
- Office of Research and Development, Environmental Protection Agency , Research Triangle Park , NC , USA
- Office of Air and Radiation, Environmental Protection Agency , Research Triangle Park , NC , USA
| | - Heather Simon
- Office of Air and Radiation, Environmental Protection Agency , Research Triangle Park , NC , USA
| | - Barron B Henderson
- Office of Air and Radiation, Environmental Protection Agency , Research Triangle Park , NC , USA
| | - Tiffany Yelverton
- Office of Research and Development, Environmental Protection Agency , Research Triangle Park , NC , USA
| | - Venkatesh Rao
- Office of Air and Radiation, Environmental Protection Agency , Research Triangle Park , NC , USA
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3
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Karl T, Graus M, Striednig M, Lamprecht C, Hammerle A, Wohlfahrt G, Held A, von der Heyden L, Deventer MJ, Krismer A, Haun C, Feichter R, Lee J. Urban eddy covariance measurements reveal significant missing NO x emissions in Central Europe. Sci Rep 2017; 7:2536. [PMID: 28559587 PMCID: PMC5449400 DOI: 10.1038/s41598-017-02699-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 04/19/2017] [Indexed: 12/02/2022] Open
Abstract
Nitrogen oxide (NOx) pollution is emerging as a primary environmental concern across Europe. While some large European metropolitan areas are already in breach of EU safety limits for NO2, this phenomenon does not seem to be only restricted to large industrialized areas anymore. Many smaller scale populated agglomerations including their surrounding rural areas are seeing frequent NO2 concentration violations. The question of a quantitative understanding of different NOx emission sources is therefore of immanent relevance for climate and air chemistry models as well as air pollution management and health. Here we report simultaneous eddy covariance flux measurements of NOx, CO2, CO and non methane volatile organic compound tracers in a city that might be considered representative for Central Europe and the greater Alpine region. Our data show that NOx fluxes are largely at variance with modelled emission projections, suggesting an appreciable underestimation of the traffic related atmospheric NOx input in Europe, comparable to the weekend-weekday effect, which locally changes ozone production rates by 40%.
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Affiliation(s)
- T Karl
- Institute of Atmospheric and Cryospheric Sciences, University of Innsbruck, Innsbruck, Austria.
| | - M Graus
- Institute of Atmospheric and Cryospheric Sciences, University of Innsbruck, Innsbruck, Austria
| | - M Striednig
- Institute of Atmospheric and Cryospheric Sciences, University of Innsbruck, Innsbruck, Austria
| | - C Lamprecht
- Institute of Atmospheric and Cryospheric Sciences, University of Innsbruck, Innsbruck, Austria
| | - A Hammerle
- Institute of Ecology, University of Innsbruck, Innsbruck, Austria
| | - G Wohlfahrt
- Institute of Ecology, University of Innsbruck, Innsbruck, Austria
| | - A Held
- Atmospheric Chemistry, University of Bayreuth, Innsbruck, Germany
| | - L von der Heyden
- Atmospheric Chemistry, University of Bayreuth, Innsbruck, Germany
| | - M J Deventer
- Department of Geography, University of California, Berkeley, USA
| | - A Krismer
- Abteilung Waldschutz, Amt der Tiroler Landesregierung, Innsbruck, Austria
| | - C Haun
- Abteilung Geoinformation, Amt der Tiroler Landesregierung, Innsbruck, Austria
| | - R Feichter
- Amt für Verkehrsplanung, Umwelt, Magistrat III Stadt Innsbruck, Innsbruck, Austria
| | - J Lee
- National Centre for Atmospheric Science and Department of Chemistry, University of York, York, UK
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Lee JD, Helfter C, Purvis RM, Beevers SD, Carslaw DC, Lewis AC, Møller SJ, Tremper A, Vaughan A, Nemitz EG. Measurement of NO(x) fluxes from a tall tower in Central London, UK and comparison with emissions inventories. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2015; 49:1025-1034. [PMID: 25494849 DOI: 10.1021/es5049072] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Direct measurements of NOx concentration and flux were made from a tall tower in central London, UK as part of the Clean Air for London (ClearfLo) project. Fast time resolution (10 Hz) NO and NO2 concentrations were measured and combined with fast vertical wind measurements to provide top-down flux estimates using the eddy covariance technique. Measured NOx fluxes were usually positive and ranged from close to zero at night to 2000-8000 ng m(-2) s(-1) during the day. Peak fluxes were usually observed in the morning, coincident with the maximum traffic flow. Measurements of the NOx flux have been scaled and compared to the UK National Atmospheric Emissions Inventory (NAEI) estimate of NOx emission for the measurement footprint. The measurements are on average 80% higher than the NAEI emission inventory for all of London. Observations made in westerly airflow (from parts of London where traffic is a smaller fraction of the NOx source) showed a better agreement on average with the inventory. The observations suggest that the emissions inventory is poorest at estimating NOx when traffic is the dominant source, in this case from an easterly direction from the BT Tower. Agreement between the measurements and the London Atmospheric Emissions Inventory (LAEI) are better, due to the more explicit treatment of traffic flow by this more detailed inventory. The flux observations support previous tailpipe observations of higher NOx emitted from the London vehicle diesel fleet than is represented in the NAEI or predicted for several EURO emission control technologies. Higher-than-anticipated vehicle NOx is likely responsible for the significant discrepancies that exist in London between observed NOx and long-term NOx projections.
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Affiliation(s)
- James D Lee
- National Centre for Atmospheric Science and ‡Department of Chemistry, University of York , York YO10 5DD, U.K
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