Articles | Volume 17, issue 16
https://doi.org/10.5194/acp-17-10125-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/acp-17-10125-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
30 Aug 2017
Research article |
| 30 Aug 2017
Intercomparison of NOx emission inventories over East Asia
Royal Netherlands Meteorological Institute (KNMI), De Bilt, the Netherlands
Delft University of Technology, Delft, the Netherlands
Kazuyuki Miyazaki
Japan Agency for Marine-Earth Science and Technology, Yokohama 236-0001, Japan
Jet Propulsion Laboratory-California Institute of Technology, Pasadena, USA
Ronald Johannes van der A
Royal Netherlands Meteorological Institute (KNMI), De Bilt, the Netherlands
Nanjing University of Information Sciences and Technology, Nanjing, China
Bas Mijling
Royal Netherlands Meteorological Institute (KNMI), De Bilt, the Netherlands
Jun-ichi Kurokawa
Asia Center for Air Pollution Research, Niigata, 950-2144, Japan
SeogYeon Cho
Department of Environmental Engineering, Inha University, Incheon, South Korea
Greet Janssens-Maenhout
Directorate for Energy, Transport and Climate, Joint Research Centre, Ispra, Italy
Qiang Zhang
Department of Earth System Science, Tsinghua University, Beijing, 100084, China
Royal Netherlands Meteorological Institute (KNMI), De Bilt, the Netherlands
Pieternel Felicitas Levelt
Royal Netherlands Meteorological Institute (KNMI), De Bilt, the Netherlands
Delft University of Technology, Delft, the Netherlands
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- An inter-comparative evaluation of PKU-FUEL global SO2 emission inventory J. Luo et al. 10.1016/j.scitotenv.2020.137755
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- Declining dry deposition of NO2 and SO2 with diverse spatiotemporal patterns in China from 2013 to 2018 K. Zhou et al. 10.1016/j.atmosenv.2021.118655
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- The burden of air quality in neighborhoods near oil fields: an alarm for public health in Basra city, Iraq S. Kadhum et al. 10.1007/s42865-024-00084-9
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- Comparison and evaluation of anthropogenic emissions of SO2 and NOx over China M. Li et al. 10.5194/acp-18-3433-2018
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- Trace Gases over Land and Ocean Surfaces of China: Hotspots, Trends, and Source Contributions M. Ali et al. 10.1007/s41748-023-00354-0
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- Assessing the ability to quantify the decrease in NOx anthropogenic emissions in 2019 compared to 2005 using OMI and TROPOMI satellite observations A. Fortems-Cheiney et al. 10.5194/acp-25-6047-2025
- Air Quality over China G. de Leeuw et al. 10.3390/rs13173542
- First Top‐Down Estimates of Anthropogenic NOx Emissions Using High‐Resolution Airborne Remote Sensing Observations A. Souri et al. 10.1002/2017JD028009
- Satellite UV-Vis spectroscopy: implications for air quality trends and their driving forces in China during 2005–2017 C. Zhang et al. 10.1038/s41377-019-0210-6
- Global and national assessment of the incidence of asthma in children and adolescents from major sources of ambient NO2 S. Chowdhury et al. 10.1088/1748-9326/abe909
- Marine aerosol feedback on biogeochemical cycles and the climate in the Anthropocene: lessons learned from the Pacific Ocean A. Ito et al. 10.1039/D2EA00156J
- Diurnal NO emission underestimation constrained using overlapping TROPOMI swaths Q. He et al. 10.1016/j.atmosenv.2025.121354
68 citations as recorded by crossref.
- Inverse estimation of NOx emissions over China and India 2005–2016: contrasting recent trends and future perspectives S. Itahashi et al. 10.1088/1748-9326/ab4d7f
- Variational regional inverse modeling of reactive species emissions with PYVAR-CHIMERE-v2019 A. Fortems-Cheiney et al. 10.5194/gmd-14-2939-2021
- High-resolution (0.05° × 0.05°) NOx emissions in the Yangtze River Delta inferred from OMI H. Kong et al. 10.5194/acp-19-12835-2019
- NOx emissions in India derived from OMI satellite observations J. Ding et al. 10.1016/j.aeaoa.2022.100174
- An intercomparison of tropospheric ozone reanalysis products from CAMS, CAMS interim, TCR-1, and TCR-2 V. Huijnen et al. 10.5194/gmd-13-1513-2020
- Increase in daytime ozone exposure due to nighttime accumulation in a typical city in eastern China during 2014–2020 J. Wang et al. 10.1016/j.apr.2022.101387
- Sources and Formation of Atmospheric Nitrate Over China–Indochina Peninsula in Spring: A Perspective From Oxygen and Nitrogen Isotopic Compositions Based on Passive Air Samplers X. Wang et al. 10.3389/fenvs.2022.897555
- Improving visibility forecasting during haze-fog processes in shanghai and eastern China: The significance of aerosol and hydrometeor extinction Y. Xie et al. 10.1016/j.atmosenv.2024.120756
- An inter-comparative evaluation of PKU-FUEL global SO2 emission inventory J. Luo et al. 10.1016/j.scitotenv.2020.137755
- Using nitrogen and oxygen stable isotopes to analyze the major NOx sources to nitrate of PM2.5 in Lanzhou, northwest China, in winter-spring periods M. Yin et al. 10.1016/j.atmosenv.2022.119036
- Evaluation of modeling NO2 concentrations driven by satellite-derived and bottom-up emission inventories using in situ measurements over China F. Liu et al. 10.5194/acp-18-4171-2018
- Changes in the aerosol direct radiative forcing from 2001 to 2015: observational constraints and regional mechanisms F. Paulot et al. 10.5194/acp-18-13265-2018
- Characteristics of Air Pollutant Distribution and Sources in the East China Sea and the Yellow Sea in Spring Based on Multiple Observation Methods Y. Wang et al. 10.3390/rs15133262
- Air pollution monitoring and tree and forest decline in East Asia: A review M. Takahashi et al. 10.1016/j.scitotenv.2020.140288
- Hybrid Mass Balance/4D‐Var Joint Inversion of NOx and SO2 Emissions in East Asia Z. Qu et al. 10.1029/2018JD030240
- Spatially differentiated effects of socioeconomic factors on China's NOx generation from energy consumption: implications for mitigation policy J. Wang et al. 10.1016/j.jenvman.2019.109417
- The effect of recent controls on emissions and aerosol pollution at city scale: A case study for Nanjing, China Y. Zhao et al. 10.1016/j.atmosenv.2020.118080
- An improved total and tropospheric NO2 column retrieval for GOME-2 S. Liu et al. 10.5194/amt-12-1029-2019
- Space-based inversion reveals underestimated carbon monoxide emissions over Shanxi X. Li et al. 10.1038/s43247-025-02301-5
- Global net climate effects of anthropogenic reactive nitrogen C. Gong et al. 10.1038/s41586-024-07714-4
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- Estimation of OH in urban plumes using TROPOMI-inferred NO2 ∕ CO S. Lama et al. 10.5194/acp-22-16053-2022
- Decline in bulk deposition of air pollutants in China lags behind reductions in emissions Y. Zhao et al. 10.1038/s41561-022-00899-1
- Inversion Models for the Retrieval of Total and Tropospheric NO2 Columns S. Liu 10.3390/atmos10100607
- Air pollutant emissions from fossil fuel consumption in China: Current status and future predictions Y. Lu et al. 10.1016/j.atmosenv.2020.117536
- The effect of accounting for public holidays on the skills of the atmospheric composition model SILAM v.5.7 Y. Fatahi et al. 10.5194/gmd-14-7459-2021
- Monitoring European anthropogenic NOx emissions from space R. van der A et al. 10.5194/acp-24-7523-2024
- Anthropogenic NOx Emission Estimations over East China for 2015 and 2019 Using OMI Satellite Observations and the New Inverse Modeling System CIF-CHIMERE D. Savas et al. 10.3390/atmos14010154
- Impact of emissions from a single urban source on air quality estimated from mobile observation and WRF-STILT model simulations H. Fan et al. 10.1007/s11869-021-01023-9
- Declining dry deposition of NO2 and SO2 with diverse spatiotemporal patterns in China from 2013 to 2018 K. Zhou et al. 10.1016/j.atmosenv.2021.118655
- Review of Shandong Peninsular Emissions Change and South Korean Air Quality H. Kim et al. 10.5572/KOSAE.2018.34.2.356
- Balance of Emission and Dynamical Controls on Ozone During the Korea‐United States Air Quality Campaign From Multiconstituent Satellite Data Assimilation K. Miyazaki et al. 10.1029/2018JD028912
- The burden of air quality in neighborhoods near oil fields: an alarm for public health in Basra city, Iraq S. Kadhum et al. 10.1007/s42865-024-00084-9
- NOx Emissions Reduction and Rebound in China Due to the COVID‐19 Crisis J. Ding et al. 10.1029/2020GL089912
- Long-term historical trends in air pollutant emissions in Asia: Regional Emission inventory in ASia (REAS) version 3 J. Kurokawa & T. Ohara 10.5194/acp-20-12761-2020
- Comparison and evaluation of anthropogenic emissions of SO2 and NOx over China M. Li et al. 10.5194/acp-18-3433-2018
- Long-term changes in wet nitrogen and sulfur deposition in Nanjing X. Zhang et al. 10.1016/j.atmosenv.2018.09.048
- Origins of aerosol nitrate in Beijing during late winter through spring L. Luo et al. 10.1016/j.scitotenv.2018.10.306
- An improved air mass factor calculation for nitrogen dioxide measurements from the Global Ozone Monitoring Experiment-2 (GOME-2) S. Liu et al. 10.5194/amt-13-755-2020
- NOx emissions in France in 2019–2021 as estimated by the high-spatial-resolution assimilation of TROPOMI NO2 observations R. Plauchu et al. 10.5194/acp-24-8139-2024
- Satellite NO2 Retrieval Complicated by Aerosol Composition over Global Urban Agglomerations: Seasonal Variations and Long-Term Trends (2001–2018) S. Liu et al. 10.1021/acs.est.3c02111
- The CAMS reanalysis of atmospheric composition A. Inness et al. 10.5194/acp-19-3515-2019
- Exploring the influence of two inventories on simulated air pollutants during winter over the Yangtze River Delta T. Sha et al. 10.1016/j.atmosenv.2019.03.006
- Evaluating the methods and influencing factors of satellite-derived estimates of NOX emissions at regional scale: A case study for Yangtze River Delta, China Y. Yang et al. 10.1016/j.atmosenv.2019.117051
- The Role of Medium Acid Sites Tuned by Ce Adding in Moderate-Temperature NH3-SCR X. Bie et al. 10.1007/s10562-021-03797-0
- Anthropogenic-driven perturbations on nitrogen cycles and interactions with climate changes C. Gong et al. 10.1016/j.cogsc.2024.100897
- EDGAR v4.3.2 Global Atlas of the three major greenhouse gas emissions for the period 1970–2012 G. Janssens-Maenhout et al. 10.5194/essd-11-959-2019
- Long-term Changes in Sulfate and Nitrate Concentrations in Streams in Western Japan Between 1986 and 2023 in Response to Changes in Sulfur and Nitrogen Deposition from the Atmosphere Z. Li et al. 10.1007/s11270-024-07206-1
- Trace Gases over Land and Ocean Surfaces of China: Hotspots, Trends, and Source Contributions M. Ali et al. 10.1007/s41748-023-00354-0
- Global high-resolution simulations of tropospheric nitrogen dioxide using CHASER V4.0 T. Sekiya et al. 10.5194/gmd-11-959-2018
- The Ozone Monitoring Instrument: overview of 14 years in space P. Levelt et al. 10.5194/acp-18-5699-2018
- Predictability of fossil fuel CO2 from air quality emissions K. Miyazaki & K. Bowman 10.1038/s41467-023-37264-8
- The unintended consequence of SO2 and NO2 regulations over China: increase of ammonia levels and impact on PM2.5 concentrations M. Lachatre et al. 10.5194/acp-19-6701-2019
- Source-receptor relationship of transboundary particulate matter pollution between China, South Korea and Japan: Approaches, current understanding and limitations J. Liu et al. 10.1080/10643389.2021.1964308
- Changes in US background ozone associated with the 2011 turnaround in Chinese NOx emissions K. Miyazaki et al. 10.1088/2515-7620/ac619b
- Nitrogen dioxide decline and rebound observed by GOME-2 and TROPOMI during COVID-19 pandemic S. Liu et al. 10.1007/s11869-021-01046-2
- Updated tropospheric chemistry reanalysis and emission estimates, TCR-2, for 2005–2018 K. Miyazaki et al. 10.5194/essd-12-2223-2020
- Spatio-Temporal Variations of the PM2.5/PM10 Ratios and Its Application to Air Pollution Type Classification in China H. Fan et al. 10.3389/fenvs.2021.692440
- A Framework for Characterizing the Multilateral and Directional Interaction Relationships Between PM Pollution at City Scale: A Case Study of 29 Cities in East China, South Korea and Japan J. Liu & H. Ho 10.3389/fpubh.2022.875924
- Ammonia emission estimates using CrIS satellite observations over Europe J. Ding et al. 10.5194/acp-24-10583-2024
- A comprehensive analysis of the spatio-temporal variation of urban air pollution in China during 2014–2018 H. Fan et al. 10.1016/j.atmosenv.2019.117066
- Assessing the ability to quantify the decrease in NOx anthropogenic emissions in 2019 compared to 2005 using OMI and TROPOMI satellite observations A. Fortems-Cheiney et al. 10.5194/acp-25-6047-2025
- Air Quality over China G. de Leeuw et al. 10.3390/rs13173542
- First Top‐Down Estimates of Anthropogenic NOx Emissions Using High‐Resolution Airborne Remote Sensing Observations A. Souri et al. 10.1002/2017JD028009
- Satellite UV-Vis spectroscopy: implications for air quality trends and their driving forces in China during 2005–2017 C. Zhang et al. 10.1038/s41377-019-0210-6
- Global and national assessment of the incidence of asthma in children and adolescents from major sources of ambient NO2 S. Chowdhury et al. 10.1088/1748-9326/abe909
- Marine aerosol feedback on biogeochemical cycles and the climate in the Anthropocene: lessons learned from the Pacific Ocean A. Ito et al. 10.1039/D2EA00156J
- Diurnal NO emission underestimation constrained using overlapping TROPOMI swaths Q. He et al. 10.1016/j.atmosenv.2025.121354
Latest update: 16 Sep 2025
Short summary
To evaluate the quality of the satellite-derived NOx emissions, we compare nine emission inventories of nitrogen oxides including four satellite-derived NOx inventories and bottom-up inventories for East Asia. The temporal and spatial distribution of NOx emissions over East Asia are evaluated. We analyse the differences in satellite-derived emissions from two different inversion methods. The paper ends with recommendations for future improvements of emission estimates.
To evaluate the quality of the satellite-derived NOx emissions, we compare nine emission...
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