Articles | Volume 20, issue 21
https://doi.org/10.5194/acp-20-13109-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-20-13109-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
09 Nov 2020
Research article |
| 09 Nov 2020
| 09 Nov 2020
Impacts of global NOx inversions on NO2 and ozone simulations
Department of Mechanical Engineering, University of Colorado Boulder,
Boulder, CO 80309, USA
School of Engineering and Applied Science, Harvard University,
Cambridge, MA 02138, USA
Daven K. Henze
Department of Mechanical Engineering, University of Colorado Boulder,
Boulder, CO 80309, USA
Owen R. Cooper
Cooperative Institute for Research in Environmental Sciences,
University of Colorado Boulder, Boulder, CO 80309, USA
NOAA Chemical Sciences Laboratory, Boulder, CO 80305, USA
Jessica L. Neu
Jet Propulsion Laboratory, California Institute of Technology,
Pasadena, CA 91109, USA
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- Integrated assessment of global climate, air pollution, and dietary, malnutrition and obesity health impacts of food production and consumption between 2014 and 2018 C. Malley et al. 10.1088/2515-7620/ac0af9
- Large discrepancy between observed and modeled wintertime tropospheric NO2 variabilities due to COVID-19 controls in China J. Chen et al. 10.1088/1748-9326/ac4ec0
- Ozone Pollution in Chinese Cities: Spatiotemporal Variations and Their Relationships with Meteorological and Other Pollution Factors (2016–2020) Q. Ge et al. 10.3390/atmos13060908
- Intercomparison of Magnitudes and Trends in Anthropogenic Surface Emissions From Bottom‐Up Inventories, Top‐Down Estimates, and Emission Scenarios N. Elguindi et al. 10.1029/2020EF001520
- Isotopic constraints confirm the significant role of microbial nitrogen oxides emissions from the land and ocean environment W. Song et al. 10.1093/nsr/nwac106
- New Constraints on Isotopic Effects and Major Sources of Nitrate in Atmospheric Particulates by Combining δ15N and Δ17O Signatures W. Song et al. 10.1029/2020JD034168
- Decadal Variabilities in Tropospheric Nitrogen Oxides Over United States, Europe, and China Z. Jiang et al. 10.1029/2021JD035872
- Toward monitoring daily anthropogenic CO2 emissions with air pollution sensors from space H. Li & B. Zheng 10.1016/j.oneear.2024.08.019
- A comparison of the impact of TROPOMI and OMI tropospheric NO2 on global chemical data assimilation T. Sekiya et al. 10.5194/amt-15-1703-2022
- Investigation of the Parameters Influencing Baseline Ozone in the Western United States: A Statistical Modeling Approach M. Ninneman et al. 10.3390/atmos13111883
- Global tropospheric ozone trends, attributions, and radiative impacts in 1995–2017: an integrated analysis using aircraft (IAGOS) observations, ozonesonde, and multi-decadal chemical model simulations H. Wang et al. 10.5194/acp-22-13753-2022
- Global estimates of ambient reactive nitrogen components during 2000–2100 based on the multi-stage model R. Li et al. 10.5194/acp-24-7623-2024
- Transboundary transport of ozone pollution to a US border region: A case study of Yuma Z. Qu et al. 10.1016/j.envpol.2020.116421
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- Long-term trends in urban NO2 concentrations and associated paediatric asthma incidence: estimates from global datasets S. Anenberg et al. 10.1016/S2542-5196(21)00255-2
- Impacts of TROPOMI-Derived NOX Emissions on NO2 and O3 Simulations in the NCP during COVID-19 Y. Zhu et al. 10.1021/acsenvironau.2c00013
- Urban NO x emissions around the world declined faster than anticipated between 2005 and 2019 D. Goldberg et al. 10.1088/1748-9326/ac2c34
- Trends in urban air pollution over the last two decades: A global perspective P. Sicard et al. 10.1016/j.scitotenv.2022.160064
- Significant contribution of lightning NO to summertime surface O3 on the Tibetan Plateau M. Li et al. 10.1016/j.scitotenv.2022.154639
- Sensitivities of ozone to its precursors during heavy ozone pollution events in the Yangtze River Delta using the adjoint method Y. Mao et al. 10.1016/j.scitotenv.2024.171585
- Variational regional inverse modeling of reactive species emissions with PYVAR-CHIMERE-v2019 A. Fortems-Cheiney et al. 10.5194/gmd-14-2939-2021
- Sector‐Based Top‐Down Estimates of NOx, SO2, and CO Emissions in East Asia Z. Qu et al. 10.1029/2021GL096009
- Observationally constrained global NOx and CO emissions variability reveals sources which contribute significantly to CO2 emissions S. Wang et al. 10.1038/s41612-025-00977-2
- Development of the adjoint of the unified tropospheric–stratospheric chemistry extension (UCX) in GEOS-Chem adjoint v36 I. Dedoussi et al. 10.5194/gmd-17-5689-2024
- US COVID‐19 Shutdown Demonstrates Importance of Background NO2 in Inferring NOx Emissions From Satellite NO2 Observations Z. Qu et al. 10.1029/2021GL092783
- Using Satellites to Track Indicators of Global Air Pollution and Climate Change Impacts: Lessons Learned From a NASA‐Supported Science‐Stakeholder Collaborative S. Anenberg et al. 10.1029/2020GH000270
27 citations as recorded by crossref.
- Natural emissions of VOC and NOx over Africa constrained by TROPOMI HCHO and NO2 data using the MAGRITTEv1.1 model B. Opacka et al. 10.5194/acp-25-2863-2025
- Changes in US background ozone associated with the 2011 turnaround in Chinese NOx emissions K. Miyazaki et al. 10.1088/2515-7620/ac619b
- Integrated assessment of global climate, air pollution, and dietary, malnutrition and obesity health impacts of food production and consumption between 2014 and 2018 C. Malley et al. 10.1088/2515-7620/ac0af9
- Large discrepancy between observed and modeled wintertime tropospheric NO2 variabilities due to COVID-19 controls in China J. Chen et al. 10.1088/1748-9326/ac4ec0
- Ozone Pollution in Chinese Cities: Spatiotemporal Variations and Their Relationships with Meteorological and Other Pollution Factors (2016–2020) Q. Ge et al. 10.3390/atmos13060908
- Intercomparison of Magnitudes and Trends in Anthropogenic Surface Emissions From Bottom‐Up Inventories, Top‐Down Estimates, and Emission Scenarios N. Elguindi et al. 10.1029/2020EF001520
- Isotopic constraints confirm the significant role of microbial nitrogen oxides emissions from the land and ocean environment W. Song et al. 10.1093/nsr/nwac106
- New Constraints on Isotopic Effects and Major Sources of Nitrate in Atmospheric Particulates by Combining δ15N and Δ17O Signatures W. Song et al. 10.1029/2020JD034168
- Decadal Variabilities in Tropospheric Nitrogen Oxides Over United States, Europe, and China Z. Jiang et al. 10.1029/2021JD035872
- Toward monitoring daily anthropogenic CO2 emissions with air pollution sensors from space H. Li & B. Zheng 10.1016/j.oneear.2024.08.019
- A comparison of the impact of TROPOMI and OMI tropospheric NO2 on global chemical data assimilation T. Sekiya et al. 10.5194/amt-15-1703-2022
- Investigation of the Parameters Influencing Baseline Ozone in the Western United States: A Statistical Modeling Approach M. Ninneman et al. 10.3390/atmos13111883
- Global tropospheric ozone trends, attributions, and radiative impacts in 1995–2017: an integrated analysis using aircraft (IAGOS) observations, ozonesonde, and multi-decadal chemical model simulations H. Wang et al. 10.5194/acp-22-13753-2022
- Global estimates of ambient reactive nitrogen components during 2000–2100 based on the multi-stage model R. Li et al. 10.5194/acp-24-7623-2024
- Transboundary transport of ozone pollution to a US border region: A case study of Yuma Z. Qu et al. 10.1016/j.envpol.2020.116421
- Assessing the relative impacts of satellite ozone and its precursor observations to improve global tropospheric ozone analysis using multiple chemical reanalysis systems T. Sekiya et al. 10.5194/acp-25-2243-2025
- Long-term trends in urban NO2 concentrations and associated paediatric asthma incidence: estimates from global datasets S. Anenberg et al. 10.1016/S2542-5196(21)00255-2
- Impacts of TROPOMI-Derived NOX Emissions on NO2 and O3 Simulations in the NCP during COVID-19 Y. Zhu et al. 10.1021/acsenvironau.2c00013
- Urban NO x emissions around the world declined faster than anticipated between 2005 and 2019 D. Goldberg et al. 10.1088/1748-9326/ac2c34
- Trends in urban air pollution over the last two decades: A global perspective P. Sicard et al. 10.1016/j.scitotenv.2022.160064
- Significant contribution of lightning NO to summertime surface O3 on the Tibetan Plateau M. Li et al. 10.1016/j.scitotenv.2022.154639
- Sensitivities of ozone to its precursors during heavy ozone pollution events in the Yangtze River Delta using the adjoint method Y. Mao et al. 10.1016/j.scitotenv.2024.171585
- Variational regional inverse modeling of reactive species emissions with PYVAR-CHIMERE-v2019 A. Fortems-Cheiney et al. 10.5194/gmd-14-2939-2021
- Sector‐Based Top‐Down Estimates of NOx, SO2, and CO Emissions in East Asia Z. Qu et al. 10.1029/2021GL096009
- Observationally constrained global NOx and CO emissions variability reveals sources which contribute significantly to CO2 emissions S. Wang et al. 10.1038/s41612-025-00977-2
- Development of the adjoint of the unified tropospheric–stratospheric chemistry extension (UCX) in GEOS-Chem adjoint v36 I. Dedoussi et al. 10.5194/gmd-17-5689-2024
- US COVID‐19 Shutdown Demonstrates Importance of Background NO2 in Inferring NOx Emissions From Satellite NO2 Observations Z. Qu et al. 10.1029/2021GL092783
Latest update: 25 Mar 2025
Short summary
We use satellite observations and chemical transport modeling to quantify sources of NOx, a major air pollutant, over the past decade. We find improved simulations of the magnitude, seasonality, and trends of NO2 and ozone concentrations using these derived emissions. Changes in ozone pollution driven by human and natural sources are identified in different regions. This work shows the benefits of remote-sensing data and inverse modeling for more accurate ozone simulations.
We use satellite observations and chemical transport modeling to quantify sources of NOx, a...
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