Articles | Volume 22, issue 4
https://doi.org/10.5194/acp-22-2745-2022
© Author(s) 2022. 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-22-2745-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
01 Mar 2022
Research article |
| 01 Mar 2022
| 01 Mar 2022
Variability of nitrogen oxide emission fluxes and lifetimes estimated from Sentinel-5P TROPOMI observations
Kezia Lange
CORRESPONDING AUTHOR
Institute of Environmental Physics, University of Bremen, Bremen, Germany
Andreas Richter
Institute of Environmental Physics, University of Bremen, Bremen, Germany
John P. Burrows
Institute of Environmental Physics, University of Bremen, Bremen, Germany
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67 citations as recorded by crossref.
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- Study on the Consistency of Tropospheric NO2 Vertical Column Density in Seoul depending on the Pandora Measurement Methods G. Lee & Y. Choi 10.5572/KOSAE.2024.40.2.180
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- Quantifying Urban Nitrogen Dioxide Emission From Space Based on Cross-Sectional Flux Method and Satellite Data X. Ye et al. 10.1109/TGRS.2025.3544815
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- Maritime sector contributions on NO2 surface concentrations in major ports of the Mediterranean Basin A. Pseftogkas et al. 10.1016/j.apr.2024.102228
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- TROPOMI Satellite Data Reshape NO2 Air Pollution Land-Use Regression Modeling Capabilities in the United States M. Nawaz et al. 10.1021/acsestair.4c00153
- Response of tropospheric nitrogen dioxide variations based on Major Function Oriented Zones over eastern China during 2006–2021 Y. Hou et al. 10.1007/s11869-022-01283-z
- Air pollution analysis in Northwestern South America: A new Lagrangian framework A. Casallas et al. 10.1016/j.scitotenv.2023.167350
- Analysis and Observations Concerning Concentrations of Nitrogen Oxides at the Giordan Lighthouse Atmospheric Observatory, Gozo (Maltese Islands) M. Saliba & A. Micallef 10.3390/sci7010034
- Quantifying urban, industrial, and background changes in NO2 during the COVID-19 lockdown period based on TROPOMI satellite observations V. Fioletov et al. 10.5194/acp-22-4201-2022
- First Investigation of Long-Term Methane Emissions from Wastewater Treatment Using Satellite Remote Sensing S. Mehrdad et al. 10.3390/rs16234422
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- Spatiotemporal changes in tropospheric nitrogen dioxide hotspot due to emission switch-off condition in the view of lockdown emergency in India S. Sarkar & D. Mondal 10.1007/s11869-022-01240-w
63 citations as recorded by crossref.
- How Can the PtPd‐Based High‐Entropy Alloy Triumphs Conventional Twc Catalyst During the NO Reduction? A Density Functional Theory Study C. Wangphon et al. 10.1002/adts.202300616
- Estimating daily NOx and CO2 emissions in typical megacities of east China using TROPOMI NO2 observations Y. Jia et al. 10.1016/j.atmosenv.2025.121377
- How effective are emission taxes in reducing air pollution? T. Erbertseder et al. 10.2139/ssrn.4353315
- Impacts of ambient air pollution exposure on child growth in East African countries V. Baharane & A. Shatalov 10.1007/s11869-024-01561-y
- How effective are emission taxes in reducing air pollution? A satellite-based case study for Spain T. Erbertseder et al. 10.1016/j.eap.2025.04.012
- Development of surface observation-based two-step emissions adjustment and its application on CO, NOx, and SO2 emissions in China and South Korea E. Kim et al. 10.1016/j.scitotenv.2023.167818
- Linking Satellite and Ground Observations of NO2 in Spanish Cities: Influence of Meteorology and O3 C. Morillas et al. 10.3390/nitrogen6020032
- Improved catalog of NOx point source emissions (version 2) S. Beirle et al. 10.5194/essd-15-3051-2023
- Quantifying Urban Daily Nitrogen Oxide Emissions from Satellite Observations T. Tang et al. 10.3390/atmos15040508
- Assessment of environmental consequences of hostilities: Tropospheric NO2 vertical column amounts in the atmosphere over Ukraine in 2019–2022 L. Malytska et al. 10.1016/j.atmosenv.2023.120281
- Detailed analysis of air pollution in the Canadian prairie region: A step toward net-zero emission A. Ghahremanlou & D. Ghahremanlou 10.1016/j.scitotenv.2025.178492
- Combining the Emission Preprocessor HERMES with the Chemical Transport Model TM5-MP S. Seemann et al. 10.3390/atmos15040469
- Pollution-Carbon Synergy Significantly Enhances the Capability of Tracking Power Plants’ CO2 Emissions from Space D. Fan et al. 10.1021/acs.est.5c01100
- Artificial intelligence‐driven insights: Precision tracking of power plant carbon emissions using satellite data Z. Zhang et al. 10.1049/enc2.12129
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- Cross-evaluating WRF-Chem v4.1.2, TROPOMI, APEX, and in situ NO2 measurements over Antwerp, Belgium C. Poraicu et al. 10.5194/gmd-16-479-2023
- A new method for estimating megacity NOx emissions and lifetimes from satellite observations S. Beirle & T. Wagner 10.5194/amt-17-3439-2024
- Diurnal NO emission underestimation constrained using overlapping TROPOMI swaths Q. He et al. 10.1016/j.atmosenv.2025.121354
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- NO2 Air Pollution Trends and Settlement Growth in Megacities T. Erbertseder et al. 10.1109/JSTARS.2024.3419573
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- A Gradient-Descent Optimization of CO2–CO–NOx Emissions over the Paris Megacity─The Case of the First SARS-CoV-2 Lockdown C. Abdallah et al. 10.1021/acs.est.3c00566
- Global seasonal urban, industrial, and background NO2 estimated from TROPOMI satellite observations V. Fioletov et al. 10.5194/acp-25-575-2025
- Satellite data to support air quality assessment and management T. Holloway et al. 10.1080/10962247.2025.2484153
- East African City Centers Show Lower PM2.5 Levels than Their Suburbs S. Chua et al. 10.1021/acs.estlett.5c00451
- Estimating the variability in NOx emissions from Wuhan with TROPOMI NO2 data during 2018 to 2023 Q. Zhang et al. 10.5194/acp-25-3313-2025
- The Influence of Commuting on Population Exposure to Air Pollution: Toward Global Application With a Proxy on the Degree of Urbanization L. Gilardi et al. 10.1109/JSTARS.2024.3420155
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- The effect of cross-regional transport on ozone and particulate matter pollution in China: A review of methodology and current knowledge K. Qu et al. 10.1016/j.scitotenv.2024.174196
- Can TROPOMI NO2 satellite data be used to track the drop in and resurgence of NOx emissions in Germany between 2019–2021 using the multi-source plume method (MSPM)? E. Dammers et al. 10.5194/gmd-17-4983-2024
- Accurate space-based NOx emission estimates with the flux divergence approach require fine-scale model information on local oxidation chemistry and profile shapes F. Cifuentes et al. 10.5194/gmd-18-621-2025
- Role of air stagnation in determining daily average PM2.5 concentrations in areas with significant impact of long-range transport S. Jeong et al. 10.1016/j.apr.2024.102147
- Remotely sensed and surface measurement- derived mass-conserving inversion of daily NOx emissions and inferred combustion technologies in energy-rich northern China X. Li et al. 10.5194/acp-23-8001-2023
- Quantifying NOxpoint sources with Landsat and Sentinel-2 satellite observations of NO2plumes D. Varon et al. 10.1073/pnas.2317077121
- Effect of street trees on local air pollutant concentrations (NO2, BC, UFP, PM2.5) in Rotterdam, the Netherlands J. Fry et al. 10.1039/D4EA00157E
- Monitoring of total and off-road NOx emissions from Canadian oil sands surface mining using the Ozone Monitoring Instrument C. McLinden et al. 10.5194/acp-25-6093-2025
- Estimations of NOxemissions, NO2lifetime and their temporal variation over three British urbanised regions in 2019 using TROPOMI NO2observations M. Pommier 10.1039/D2EA00086E
- TROPOMI NO2 Shows a Fast Recovery of China’s Economy in the First Quarter of 2023 H. Li & B. Zheng 10.1021/acs.estlett.3c00386
- Nitrogen dioxide spatiotemporal variations in the complex urban environment of Athens, Greece T. Drosoglou et al. 10.1016/j.atmosenv.2023.120115
- Local and transboundary contributions to NOy loadings across East Asia using CMAQ-ISAM and a GEMS-informed emission inventory during the winter–spring transition J. Park et al. 10.5194/acp-25-4291-2025
- Applications of Sentinel-5P TROPOMI Satellite Sensor: A Review A. Reshi et al. 10.1109/JSEN.2024.3355714
- Quantifying instantaneous nitrogen oxides emissions from power plants based on space observations T. Tang et al. 10.1016/j.scitotenv.2024.173479
- Mapping $$\text {NO}_{\text {x}}$$ emissions in Cyprus using TROPOMI observations: evaluation of the flux-divergence scheme using multiple parameter sets A. Rey-Pommier et al. 10.1007/s11356-024-35851-w
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- Critical Analysis of the Results of a Network System for Nitrogen Dioxide Monitoring M. Caselli 10.3390/su17062738
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- bneR: A collaborative workflow for air pollution exposure modeling and uncertainty characterization using the Bayesian Nonparametric Ensemble J. Benavides et al. 10.1016/j.jenvman.2025.124061
- A lightweight NO2-to-NOx conversion model for quantifying NOx emissions of point sources from NO2 satellite observations S. Meier et al. 10.5194/acp-24-7667-2024
- Quantifying NOx emissions in Egypt using TROPOMI observations A. Rey-Pommier et al. 10.5194/acp-22-11505-2022
- The attempt to estimate annual variability of NOx emission in Poland using Sentinel-5P/TROPOMI data J. Godłowska et al. 10.1016/j.atmosenv.2022.119482
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- Using drone soundings to study the impacts and compositions of plumes from a gigantic coal-fired power plant Y. Chen et al. 10.1016/j.scitotenv.2023.164709
- Maritime sector contributions on NO2 surface concentrations in major ports of the Mediterranean Basin A. Pseftogkas et al. 10.1016/j.apr.2024.102228
- Evaluation of the nitrogen oxide emission inventory with TROPOMI observations Y. Chen et al. 10.1016/j.atmosenv.2023.119639
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- Response of tropospheric nitrogen dioxide variations based on Major Function Oriented Zones over eastern China during 2006–2021 Y. Hou et al. 10.1007/s11869-022-01283-z
- Air pollution analysis in Northwestern South America: A new Lagrangian framework A. Casallas et al. 10.1016/j.scitotenv.2023.167350
- Analysis and Observations Concerning Concentrations of Nitrogen Oxides at the Giordan Lighthouse Atmospheric Observatory, Gozo (Maltese Islands) M. Saliba & A. Micallef 10.3390/sci7010034
- Quantifying urban, industrial, and background changes in NO2 during the COVID-19 lockdown period based on TROPOMI satellite observations V. Fioletov et al. 10.5194/acp-22-4201-2022
- First Investigation of Long-Term Methane Emissions from Wastewater Treatment Using Satellite Remote Sensing S. Mehrdad et al. 10.3390/rs16234422
4 citations as recorded by crossref.
- A new method for inferring city emissions and lifetimes of nitrogen oxides from high-resolution nitrogen dioxide observations: a model study F. Liu et al. 10.5194/acp-22-1333-2022
- 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
- Satellite observations showed a negligible reduction in NO2 pollution due to COVID-19 lockdown over Poland E. Ugboma et al. 10.3389/fenvs.2023.1172753
- Spatiotemporal changes in tropospheric nitrogen dioxide hotspot due to emission switch-off condition in the view of lockdown emergency in India S. Sarkar & D. Mondal 10.1007/s11869-022-01240-w
Latest update: 13 Jul 2025
Short summary
In this study, we investigated short time variability of NOx emissions and lifetimes on a global scale. We combined 2 years of satellite Sentinel-5P TROPOMI tropospheric NO2 column data with wind data. Fifty NOx sources distributed around the world are analyzed. The retrieved emissions show a clear seasonal dependence. NOx lifetime shows a latitudinal dependence but only a week seasonal dependence. NOx emissions show a clear weekly pattern which in contrast is not visible for NOx lifetimes.
In this study, we investigated short time variability of NOx emissions and lifetimes on a global...
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