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Title: U.S. NO₂ trends (2005–2013): EPA air quality system (AQS) data versus improved observations from the Ozone Monitoring Instrument (OMI)

Journal Article · · Atmospheric Environment (1994)
 [1];  [2];  [3];  [2];  [2];  [4];  [4]
  1. Universities Space Research Association, Columbia, MD (United States); NASA Goddard Space Flight Center, Greenbelt, MD (United States)
  2. NASA Goddard Space Flight Center, Greenbelt, MD (United States)
  3. Science Systems and Applications, Inc., Lanham, MD (United States); NASA Goddard Space Flight Center, Greenbelt, MD (United States)
  4. Argonne National Lab. (ANL), Argonne, IL (United States)

Emissions of nitrogen oxides (NOx) and, subsequently, atmospheric levels of nitrogen dioxide (NO₂) have decreased over the U.S. due to a combination of environmental policies and technological change. Consequently, NO₂ levels have decreased by 30–40% in the last decade. We quantify NO₂ trends (2005–2013) over the U.S. using surface measurements from the U.S. Environmental Protection Agency (EPA) Air Quality System (AQS) and an improved tropospheric NO₂ vertical column density (VCD) data product from the Ozone Monitoring Instrument (OMI) on the Aura satellite.We demonstrate that the current OMI NO₂ algorithm is of sufficient maturity to allow a favorable correspondence of trends and variations in OMI and AQS data. Our trend model accounts for the non-linear dependence of NO₂ concentration on emissions associated with the seasonal variation of the chemical lifetime, including the change in the amplitude of the seasonal cycle associated with the significant change in NOx emissions that occurred over the last decade. The direct relationship between observations and emissions becomes more robust when one accounts for these non-linear dependencies. We improve the OMI NO₂ standard retrieval algorithm and, subsequently, the data product by using monthly vertical concentration profiles, a required algorithm input, from a high-resolution chemistry and transport model (CTM) simulation with varying emissions (2005-2013). The impact of neglecting the time-dependence of the profiles leads to errors in trend estimation, particularly in regions where emissions have changed substantially. For example, trends calculated from retrievals based on time-dependent profiles offer 18% more instances of significant trends and up to 15% larger total NO₂ reduction versus the results based on profiles for 2005. Using a CTM, we explore the theoretical relation of the trends estimated from NO₂ VCDs to those estimated from ground-level concentrations. The model-simulated trends in VCDs strongly correlate with those estimated from surface concentrations (r = 0.83, N = 355). We then explore the observed correspondence of trends estimated from OMI and AQS data. We find a significant, but slightly weaker, correspondence (i.e., r = 0.68, N = 208) than predicted by the model and discuss some of the important factors affecting the relationship, including known problems (e.g., NOz interferents) associated with the AQS data. This significant correspondence gives confidence in trend and surface concentration estimates from OMI VCDs for locations, such as the majority of the U.S. and globe, that are not covered by surface monitoring networks. Using our improved trend model and our enhanced OMI data product, we find that both OMI and AQS data show substantial downward trends from 2005 to 2013, with an average reduction of 38% for each over the U.S. The annual reduction rates inferred from OMI and AQS measurements are larger (–4.8 ± 1.9%/yr, –3.7 ± 1.5%/yr) from 2005 to 2008 than 2010 to 2013 (–1.2 ± 1.2%/yr, –2.1 ± 1.4%/yr). We quantify NO₂ trends for major U.S. cities and power plants; the latter suggest larger negative trend (–4.0 ± 1.5%/yr) between 2005 and 2008 and smaller or insignificant changes (–0.5 ± 1.2%/yr) during 2010-2013.

Research Organization:
Argonne National Laboratory (ANL), Argonne, IL (United States)
Sponsoring Organization:
USDOE; National Aeronautics and Space Administration (NASA)
Grant/Contract Number:
AC02-06CH11357
OSTI ID:
1196339
Journal Information:
Atmospheric Environment (1994), Vol. 110, Issue C; Conference: Melbourne (Australia), 19-25 Apr 2015; ISSN 1352-2310
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 133 works
Citation information provided by
Web of Science

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Cited By (33)

Impact of synthetic space-borne NO2 observations from the Sentinel-4 and Sentinel-5P missions on tropospheric NO2 analyses journal January 2019
The version 3 OMI NO 2 standard product journal January 2017
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Revisiting the evidence of increasing springtime ozone mixing ratios in the free troposphere over western North America: TROPOSPHERIC OZONE TRENDS IN WESTERN NA journal October 2015
Satellite-Derived Correlation of SO2, NO2, and Aerosol Optical Depth with Meteorological Conditions over East Asia from 2005 to 2015 journal July 2019
Effects of daily meteorology on the interpretation of space-based remote sensing of NO 2 journal January 2016
A high-resolution and observationally constrained OMI NO 2 satellite retrieval journal January 2017
A physics-based approach to oversample multi-satellite, multispecies observations to a common grid journal January 2018
Assessment of NO2 observations during DISCOVER-AQ and KORUS-AQ field campaigns journal January 2020
Nitrogen Oxides Emissions, Chemistry, Deposition, and Export Over the Northeast United States During the WINTER Aircraft Campaign journal November 2018
Decadal changes in summertime reactive oxidized nitrogen and surface ozone over the Southeast United States journal January 2018
Using satellite observations of tropospheric NO 2 columns to infer long-term trends in US NO x emissions: the importance of accounting for the free tropospheric NO 2 background journal January 2019
Fine-Scale Columnar and Surface NOx Concentrations over South Korea: Comparison of Surface Monitors, TROPOMI, CMAQ and CAPSS Inventory journal January 2020
Quantification of the effect of modeled lightning NO 2 on UV–visible air mass factors journal January 2017
Satellite NO2 retrievals suggest China has exceeded its NOx reduction goals from the twelfth Five-Year Plan journal October 2016
Unexpected slowdown of US pollutant emission reduction in the past decade journal April 2018
The Ozone Monitoring Instrument: overview of 14 years in space journal January 2018
The benefits of lower ozone due to air pollution emission reductions (2002–2011) in the Eastern United States during extreme heat journal January 2020
Characterization of ozone production in San Antonio, Texas, using measurements of total peroxy radicals journal January 2019
Comparison of TROPOMI/Sentinel-5 Precursor NO2 observations with ground-based measurements in Helsinki journal January 2020
Evaluating a Space-Based Indicator of Surface Ozone-NO x -VOC Sensitivity Over Midlatitude Source Regions and Application to Decadal Trends : Space-Based Indicator of O journal October 2017
Spatial–Temporal Variations in NO2 and PM2.5 over the Chengdu–Chongqing Economic Zone in China during 2005–2015 Based on Satellite Remote Sensing journal November 2018
Aura OMI observations of regional SO 2 and NO 2 pollution changes from 2005 to 2015 journal January 2016
NH3 emissions from large point sources derived from CrIS and IASI satellite observations journal January 2019
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A top-down assessment using OMI NO 2 suggests an underestimate in the NO x emissions inventory in Seoul, South Korea, during KORUS-AQ journal January 2019
Inferring the anthropogenic NOx emission trend over the United States during 2003–2017 from satellite observations: was there a flattening of the emission trend after the Great Recession? journal January 2019
Microbial mechanisms and ecosystem flux estimation for aerobic NO y emissions from deciduous forest soils journal January 2019
Emissions of nitrogen oxides from US urban areas: estimation from Ozone Monitoring Instrument retrievals for 2005–2014 journal January 2015
Improved slant column density retrieval of nitrogen dioxide and formaldehyde for OMI and GOME-2A from QA4ECV: intercomparison, uncertainty characterisation, and trends journal January 2018
The benefits of lower ozone due to air pollution emission reductions (2002–2011) in the Eastern US during extreme heat text January 2020
Emissions of nitrogen oxides from US urban areas: estimation from Ozone Monitoring Instrument retrievals for 2005–2014 journal January 2015

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