Articles | Volume 19, issue 9
https://doi.org/10.5194/acp-19-6269-2019
© Author(s) 2019. 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-19-6269-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Trends and trend reversal detection in 2 decades of tropospheric NO2 satellite observations
Aristeidis K. Georgoulias
CORRESPONDING AUTHOR
Royal Netherlands Meteorological Institute (KNMI), De Bilt, the
Netherlands
current address: Department of Meteorology and Climatology, School of
Geology, Aristotle University of Thessaloniki, Thessaloniki, Greece
Ronald J. van der A
Royal Netherlands Meteorological Institute (KNMI), De Bilt, the
Netherlands
Piet Stammes
Royal Netherlands Meteorological Institute (KNMI), De Bilt, the
Netherlands
K. Folkert Boersma
Royal Netherlands Meteorological Institute (KNMI), De Bilt, the
Netherlands
Wageningen University, Meteorology and Air Quality Group, Wageningen, the Netherlands
Henk J. Eskes
Royal Netherlands Meteorological Institute (KNMI), De Bilt, the
Netherlands
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Here we applied the existing Daily Emissions Constrained by Satellite Observations (DECSO) inversion algorithm to NH3 observations from the CrIS satellite instrument to estimate NH3 emissions. As NH3 in the atmosphere is influenced by NOx, we implemented DECSO to estimate NOx and NH3 emissions simultaneously. The emissions are derived over Europe for 2020 at a spatial resolution of 0.2° using daily observations from CrIS and TROPOMI. Results are compared to bottom-up emission inventories.
Mengyao Liu, Ronald van der A, Michiel van Weele, Lotte Bryan, Henk Eskes, Pepijn Veefkind, Yongxue Liu, Xiaojuan Lin, Jos de Laat, and Jieying Ding
Atmos. Meas. Tech., 17, 5261–5277, https://doi.org/10.5194/amt-17-5261-2024, https://doi.org/10.5194/amt-17-5261-2024, 2024
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A new divergence method was developed and applied to estimate methane emissions from TROPOMI observations over the Middle East, where it is typically challenging for a satellite to measure methane due to its complicated orography and surface albedo. Our results show the potential of TROPOMI to quantify methane emissions from various sources rather than big emitters from space after objectively excluding the artifacts in the retrieval.
Henk Eskes, Athanasios Tsikerdekis, Melanie Ades, Mihai Alexe, Anna Carlin Benedictow, Yasmine Bennouna, Lewis Blake, Idir Bouarar, Simon Chabrillat, Richard Engelen, Quentin Errera, Johannes Flemming, Sebastien Garrigues, Jan Griesfeller, Vincent Huijnen, Luka Ilić, Antje Inness, John Kapsomenakis, Zak Kipling, Bavo Langerock, Augustin Mortier, Mark Parrington, Isabelle Pison, Mikko Pitkänen, Samuel Remy, Andreas Richter, Anja Schoenhardt, Michael Schulz, Valerie Thouret, Thorsten Warneke, Christos Zerefos, and Vincent-Henri Peuch
Atmos. Chem. Phys., 24, 9475–9514, https://doi.org/10.5194/acp-24-9475-2024, https://doi.org/10.5194/acp-24-9475-2024, 2024
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The Copernicus Atmosphere Monitoring Service (CAMS) provides global analyses and forecasts of aerosols and trace gases in the atmosphere. On 27 June 2023 a major upgrade, Cy48R1, became operational. Comparisons with in situ, surface remote sensing, aircraft, and balloon and satellite observations show that the new CAMS system is a significant improvement. The results quantify the skill of CAMS to forecast impactful events, such as wildfires, dust storms and air pollution peaks.
Tong Sha, Siyu Yang, Qingcai Chen, Liangqing Li, Xiaoyan Ma, Yan-Lin Zhang, Zhaozhong Feng, K. Folkert Boersma, and Jun Wang
Atmos. Chem. Phys., 24, 8441–8455, https://doi.org/10.5194/acp-24-8441-2024, https://doi.org/10.5194/acp-24-8441-2024, 2024
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Using an updated soil reactive nitrogen emission scheme in the Unified Inputs for Weather Research and Forecasting coupled with Chemistry (UI-WRF-Chem) model, we investigate the role of soil NO and HONO (Nr) emissions in air quality and temperature in North China. Contributions of soil Nr emissions to O3 and secondary pollutants are revealed, exceeding effects of soil NOx or HONO emission. Soil Nr emissions play an important role in mitigating O3 pollution and addressing climate change.
Maarten Krol, Bart van Stratum, Isidora Anglou, and Klaas Folkert Boersma
Atmos. Chem. Phys., 24, 8243–8262, https://doi.org/10.5194/acp-24-8243-2024, https://doi.org/10.5194/acp-24-8243-2024, 2024
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This paper presents detailed plume simulations of nitrogen oxides and carbon dioxide that are emitted from four large industrial facilities world-wide. Results from the high-resolution simulations that include atmospheric chemistry are compared to nitrogen dioxide observations from satellites. We find good performance of the model and show that common assumptions that are used in simplified models need revision. This work is important for the monitoring of emissions using satellite data.
Robin Plauchu, Audrey Fortems-Cheiney, Grégoire Broquet, Isabelle Pison, Antoine Berchet, Elise Potier, Gaëlle Dufour, Adriana Coman, Dilek Savas, Guillaume Siour, and Henk Eskes
Atmos. Chem. Phys., 24, 8139–8163, https://doi.org/10.5194/acp-24-8139-2024, https://doi.org/10.5194/acp-24-8139-2024, 2024
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This study uses the Community Inversion Framework and CHIMERE model to assess the potential of TROPOMI-S5P PAL NO2 tropospheric column data to estimate NOx emissions in France (2019–2021). Results show a 3 % decrease in average emissions compared to the 2016 CAMS-REG/INS, lower than the 14 % decrease from CITEPA. The study highlights challenges in capturing emission anomalies due to limited data coverage and error levels but shows promise for local inventory improvements.
Alkiviadis Kalisoras, Aristeidis K. Georgoulias, Dimitris Akritidis, Robert J. Allen, Vaishali Naik, Chaincy Kuo, Sophie Szopa, Pierre Nabat, Dirk Olivié, Twan van Noije, Philippe Le Sager, David Neubauer, Naga Oshima, Jane Mulcahy, Larry W. Horowitz, and Prodromos Zanis
Atmos. Chem. Phys., 24, 7837–7872, https://doi.org/10.5194/acp-24-7837-2024, https://doi.org/10.5194/acp-24-7837-2024, 2024
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Effective radiative forcing (ERF) is a metric for estimating how human activities and natural agents change the energy flow into and out of the Earth’s climate system. We investigate the anthropogenic aerosol ERF, and we estimate the contribution of individual processes to the total ERF using simulations from Earth system models within the Coupled Model Intercomparison Project Phase 6 (CMIP6). Our findings highlight that aerosol–cloud interactions drive ERF variability during the last 150 years.
Ronald J. van der A, Jieying Ding, and Henk Eskes
Atmos. Chem. Phys., 24, 7523–7534, https://doi.org/10.5194/acp-24-7523-2024, https://doi.org/10.5194/acp-24-7523-2024, 2024
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Using observations of the Sentinel-5P satellite and the latest version of the inversion algorithm DECSO, anthropogenic NOx emissions are derived for Europe for the years 2019–2022 with a spatial resolution of 0.2°. The results are compared with European emissions of the Copernicus Atmosphere Monitoring Service.
Enrico Dammers, Janot Tokaya, Christian Mielke, Kevin Hausmann, Debora Griffin, Chris McLinden, Henk Eskes, and Renske Timmermans
Geosci. Model Dev., 17, 4983–5007, https://doi.org/10.5194/gmd-17-4983-2024, https://doi.org/10.5194/gmd-17-4983-2024, 2024
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Nitrogen dioxide (NOx) is produced by sources such as industry and traffic and is directly linked to negative impacts on health and the environment. The current construction of emission inventories to keep track of NOx emissions is slow and time-consuming. Satellite measurements provide a way to quickly and independently estimate emissions. In this study, we apply a consistent methodology to derive NOx emissions over Germany and illustrate the value of having such a method for fast projections.
Juliëtte C. S. Anema, Klaas Folkert Boersma, Piet Stammes, Gerbrand Koren, William Woodgate, Philipp Köhler, Christian Frankenberg, and Jacqui Stol
Biogeosciences, 21, 2297–2311, https://doi.org/10.5194/bg-21-2297-2024, https://doi.org/10.5194/bg-21-2297-2024, 2024
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To keep the Paris agreement goals within reach, negative emissions are necessary. They can be achieved with mitigation techniques, such as reforestation, which remove CO2 from the atmosphere. While governments have pinned their hopes on them, there is not yet a good set of tools to objectively determine whether negative emissions do what they promise. Here we show how satellite measurements of plant fluorescence are useful in detecting carbon uptake due to reforestation and vegetation regrowth.
Andrés Yarce Botero, Michiel van Weele, Arjo Segers, Pier Siebesma, and Henk Eskes
Geosci. Model Dev., 17, 3765–3781, https://doi.org/10.5194/gmd-17-3765-2024, https://doi.org/10.5194/gmd-17-3765-2024, 2024
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HARMONIE WINS50 reanalysis data with 0.025° × 0.025° resolution from 2019 to 2021 were coupled with the LOTOS-EUROS Chemical Transport Model. HARMONIE and ECMWF meteorology configurations against Cabauw observations (52.0° N, 4.9° W) were evaluated as simulated NO2 concentrations with ground-level sensors. Differences in crucial meteorological input parameters (boundary layer height, vertical diffusion coefficient) between the hydrostatic and non-hydrostatic models were analysed.
Lieuwe G. Tilstra, Martin de Graaf, Victor J. H. Trees, Pavel Litvinov, Oleg Dubovik, and Piet Stammes
Atmos. Meas. Tech., 17, 2235–2256, https://doi.org/10.5194/amt-17-2235-2024, https://doi.org/10.5194/amt-17-2235-2024, 2024
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This paper introduces a new surface albedo climatology of directionally dependent Lambertian-equivalent reflectivity (DLER) observed by TROPOMI on the Sentinel-5 Precursor satellite. The database contains monthly fields of DLER for 21 wavelength bands at a relatively high spatial resolution of 0.125 by 0.125 degrees. The anisotropy of the surface reflection is handled by parameterisation of the viewing angle dependence.
Adrianus de Laat, Jos van Geffen, Piet Stammes, Ronald van der A, Henk Eskes, and J. Pepijn Veefkind
Atmos. Chem. Phys., 24, 4511–4535, https://doi.org/10.5194/acp-24-4511-2024, https://doi.org/10.5194/acp-24-4511-2024, 2024
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Removal of stratospheric nitrogen oxides is crucial for the formation of the ozone hole. TROPOMI satellite measurements of nitrogen dioxide reveal the presence of a not dissimilar "nitrogen hole" that largely coincides with the ozone hole. Three very distinct regimes were identified: inside and outside the ozone hole and the transition zone in between. Our results introduce a valuable and innovative application highly relevant for Antarctic ozone hole and ozone layer recovery.
Tobias Christoph Valentin Werner Riess, Klaas Folkert Boersma, Ward Van Roy, Jos de Laat, Enrico Dammers, and Jasper van Vliet
Atmos. Meas. Tech., 16, 5287–5304, https://doi.org/10.5194/amt-16-5287-2023, https://doi.org/10.5194/amt-16-5287-2023, 2023
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Satellite retrievals of trace gases require prior knowledge of the vertical distribution of the pollutant, which is usually obtained from models. Using aircraft-measured vertical NO2 profiles over the North Sea in summer 2021, we evaluate the Transport Model 5 profiles used in the TROPOMI NO2 retrieval. We conclude that driven by the low horizontal resolution and the overestimated vertical mixing, resulting NO2 columns are 20 % too low. This has important implications for emission estimates.
Xiaojuan Lin, Ronald van der A, Jos de Laat, Henk Eskes, Frédéric Chevallier, Philippe Ciais, Zhu Deng, Yuanhao Geng, Xuanren Song, Xiliang Ni, Da Huo, Xinyu Dou, and Zhu Liu
Atmos. Chem. Phys., 23, 6599–6611, https://doi.org/10.5194/acp-23-6599-2023, https://doi.org/10.5194/acp-23-6599-2023, 2023
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Satellite observations provide evidence for CO2 emission signals from isolated power plants. We use these satellite observations to quantify emissions. We found that for power plants with multiple observations, the correlation of estimated and reported emissions is significantly improved compared to a single observation case. This demonstrates that accurate estimation of power plant emissions can be achieved by monitoring from future satellite missions with more frequent observations.
Xiumei Zhang, Ronald van der A, Jieying Ding, Xin Zhang, and Yan Yin
Atmos. Chem. Phys., 23, 5587–5604, https://doi.org/10.5194/acp-23-5587-2023, https://doi.org/10.5194/acp-23-5587-2023, 2023
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We compiled a ship emission inventory based on automatic identification system (AIS) signals in the Jiangsu section of the Yangtze River. This ship emission inventory was compared with Chinese bottom-up inventories and the satellite-derived emissions from TROPOMI. The result shows a consistent spatial distribution, with riverine cities having high NOx emissions. Inland ship emissions of NOx are shown to contribute at least 40 % to air pollution along the river.
Anna Agustí-Panareda, Jérôme Barré, Sébastien Massart, Antje Inness, Ilse Aben, Melanie Ades, Bianca C. Baier, Gianpaolo Balsamo, Tobias Borsdorff, Nicolas Bousserez, Souhail Boussetta, Michael Buchwitz, Luca Cantarello, Cyril Crevoisier, Richard Engelen, Henk Eskes, Johannes Flemming, Sébastien Garrigues, Otto Hasekamp, Vincent Huijnen, Luke Jones, Zak Kipling, Bavo Langerock, Joe McNorton, Nicolas Meilhac, Stefan Noël, Mark Parrington, Vincent-Henri Peuch, Michel Ramonet, Miha Razinger, Maximilian Reuter, Roberto Ribas, Martin Suttie, Colm Sweeney, Jérôme Tarniewicz, and Lianghai Wu
Atmos. Chem. Phys., 23, 3829–3859, https://doi.org/10.5194/acp-23-3829-2023, https://doi.org/10.5194/acp-23-3829-2023, 2023
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We present a global dataset of atmospheric CO2 and CH4, the two most important human-made greenhouse gases, which covers almost 2 decades (2003–2020). It is produced by combining satellite data of CO2 and CH4 with a weather and air composition prediction model, and it has been carefully evaluated against independent observations to ensure validity and point out deficiencies to the user. This dataset can be used for scientific studies in the field of climate change and the global carbon cycle.
Kezia Lange, Andreas Richter, Anja Schönhardt, Andreas C. Meier, Tim Bösch, André Seyler, Kai Krause, Lisa K. Behrens, Folkard Wittrock, Alexis Merlaud, Frederik Tack, Caroline Fayt, Martina M. Friedrich, Ermioni Dimitropoulou, Michel Van Roozendael, Vinod Kumar, Sebastian Donner, Steffen Dörner, Bianca Lauster, Maria Razi, Christian Borger, Katharina Uhlmannsiek, Thomas Wagner, Thomas Ruhtz, Henk Eskes, Birger Bohn, Daniel Santana Diaz, Nader Abuhassan, Dirk Schüttemeyer, and John P. Burrows
Atmos. Meas. Tech., 16, 1357–1389, https://doi.org/10.5194/amt-16-1357-2023, https://doi.org/10.5194/amt-16-1357-2023, 2023
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We present airborne imaging DOAS and ground-based stationary and car DOAS measurements conducted during the S5P-VAL-DE-Ruhr campaign in the Rhine-Ruhr region. The measurements are used to validate spaceborne NO2 data products from the Sentinel-5 Precursor TROPOspheric Monitoring Instrument (TROPOMI). Auxiliary data of the TROPOMI NO2 retrieval, such as spatially higher resolved a priori NO2 vertical profiles, surface reflectivity, and cloud treatment are investigated to evaluate their impact.
John Douros, Henk Eskes, Jos van Geffen, K. Folkert Boersma, Steven Compernolle, Gaia Pinardi, Anne-Marlene Blechschmidt, Vincent-Henri Peuch, Augustin Colette, and Pepijn Veefkind
Geosci. Model Dev., 16, 509–534, https://doi.org/10.5194/gmd-16-509-2023, https://doi.org/10.5194/gmd-16-509-2023, 2023
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We focus on the challenges associated with comparing atmospheric composition models with satellite products such as tropospheric NO2 columns. The aim is to highlight the methodological difficulties and propose sound ways of doing such comparisons. Building on the comparisons, a new satellite product is proposed and made available, which takes advantage of higher-resolution, regional atmospheric modelling to improve estimates of troposheric NO2 columns over Europe.
Viral Shah, Daniel J. Jacob, Ruijun Dang, Lok N. Lamsal, Sarah A. Strode, Stephen D. Steenrod, K. Folkert Boersma, Sebastian D. Eastham, Thibaud M. Fritz, Chelsea Thompson, Jeff Peischl, Ilann Bourgeois, Ilana B. Pollack, Benjamin A. Nault, Ronald C. Cohen, Pedro Campuzano-Jost, Jose L. Jimenez, Simone T. Andersen, Lucy J. Carpenter, Tomás Sherwen, and Mat J. Evans
Atmos. Chem. Phys., 23, 1227–1257, https://doi.org/10.5194/acp-23-1227-2023, https://doi.org/10.5194/acp-23-1227-2023, 2023
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NOx in the free troposphere (above 2 km) affects global tropospheric chemistry and the retrieval and interpretation of satellite NO2 measurements. We evaluate free tropospheric NOx in global atmospheric chemistry models and find that recycling NOx from its reservoirs over the oceans is faster than that simulated in the models, resulting in increases in simulated tropospheric ozone and OH. Over the U.S., free tropospheric NO2 contributes the majority of the tropospheric NO2 column in summer.
Qianqian Zhang, K. Folkert Boersma, Bin Zhao, Henk Eskes, Cuihong Chen, Haotian Zheng, and Xingying Zhang
Atmos. Chem. Phys., 23, 551–563, https://doi.org/10.5194/acp-23-551-2023, https://doi.org/10.5194/acp-23-551-2023, 2023
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We developed an improved superposition column model and used the latest released (v2.3.1) TROPOMI satellite NO2 observations to estimate daily city-scale NOx and CO2 emissions. The results are verified against bottom-up emissions and OCO-2 XCO2 observations. We obtained the day-to-day variation of city NOx and CO2 emissions, allowing policymakers to gain real-time information on spatial–temporal emission patterns and the effectiveness of carbon and nitrogen regulation in urban environments.
Srijana Lama, Sander Houweling, K. Folkert Boersma, Ilse Aben, Hugo A. C. Denier van der Gon, and Maarten C. Krol
Atmos. Chem. Phys., 22, 16053–16071, https://doi.org/10.5194/acp-22-16053-2022, https://doi.org/10.5194/acp-22-16053-2022, 2022
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Hydroxyl radical (OH) is the important chemical species that determines the lifetime of some greenhouse gases and trace gases. OH plays a vital role in air pollution chemistry. OH has a short lifetime and is extremely difficult to measure directly. OH concentrations derived from the chemistry transport model (CTM) have uncertainties of >50 %. Therefore, in this study, OH is derived indirectly using satellite date in urban plumes.
Miriam Latsch, Andreas Richter, Henk Eskes, Maarten Sneep, Ping Wang, Pepijn Veefkind, Ronny Lutz, Diego Loyola, Athina Argyrouli, Pieter Valks, Thomas Wagner, Holger Sihler, Michel van Roozendael, Nicolas Theys, Huan Yu, Richard Siddans, and John P. Burrows
Atmos. Meas. Tech., 15, 6257–6283, https://doi.org/10.5194/amt-15-6257-2022, https://doi.org/10.5194/amt-15-6257-2022, 2022
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The article investigates different S5P TROPOMI cloud retrieval algorithms for tropospheric trace gas retrievals. The cloud products show differences primarily over snow and ice and for scenes under sun glint. Some issues regarding across-track dependence are found for the cloud fractions as well as for the cloud heights.
Hanqing Kang, Bin Zhu, Gerrit de Leeuw, Bu Yu, Ronald J. van der A, and Wen Lu
Atmos. Chem. Phys., 22, 10623–10634, https://doi.org/10.5194/acp-22-10623-2022, https://doi.org/10.5194/acp-22-10623-2022, 2022
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This study quantified the contribution of each urban-induced meteorological effect (temperature, humidity, and circulation) to aerosol concentration. We found that the urban heat island (UHI) circulation dominates the UHI effects on aerosol. The UHI circulation transports aerosol and its precursor gases from the warmer lower boundary layer to the colder lower free troposphere and promotes the secondary formation of ammonium nitrate aerosol in the cold atmosphere.
Pieternel F. Levelt, Deborah C. Stein Zweers, Ilse Aben, Maite Bauwens, Tobias Borsdorff, Isabelle De Smedt, Henk J. Eskes, Christophe Lerot, Diego G. Loyola, Fabian Romahn, Trissevgeni Stavrakou, Nicolas Theys, Michel Van Roozendael, J. Pepijn Veefkind, and Tijl Verhoelst
Atmos. Chem. Phys., 22, 10319–10351, https://doi.org/10.5194/acp-22-10319-2022, https://doi.org/10.5194/acp-22-10319-2022, 2022
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Using the COVID-19 lockdown periods as an example, we show how Sentinel-5P/TROPOMI trace gas data (NO2, SO2, CO, HCHO and CHOCHO) can be used to understand impacts on air quality for regions and cities around the globe. We also provide information for both experienced and inexperienced users about how we created the data using state-of-the-art algorithms, where to get the data, methods taking meteorological and seasonal variability into consideration, and insights for future studies.
Francisco J. Pérez-Invernón, Heidi Huntrieser, Thilo Erbertseder, Diego Loyola, Pieter Valks, Song Liu, Dale J. Allen, Kenneth E. Pickering, Eric J. Bucsela, Patrick Jöckel, Jos van Geffen, Henk Eskes, Sergio Soler, Francisco J. Gordillo-Vázquez, and Jeff Lapierre
Atmos. Meas. Tech., 15, 3329–3351, https://doi.org/10.5194/amt-15-3329-2022, https://doi.org/10.5194/amt-15-3329-2022, 2022
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Lightning, one of the major sources of nitrogen oxides in the atmosphere, contributes to the tropospheric concentration of ozone and to the oxidizing capacity of the atmosphere. In this work, we contribute to improving the estimation of lightning-produced nitrogen oxides in the Ebro Valley and the Pyrenees by using two different TROPOMI products and comparing the results.
Xin Zhang, Yan Yin, Ronald van der A, Henk Eskes, Jos van Geffen, Yunyao Li, Xiang Kuang, Jeff L. Lapierre, Kui Chen, Zhongxiu Zhen, Jianlin Hu, Chuan He, Jinghua Chen, Rulin Shi, Jun Zhang, Xingrong Ye, and Hao Chen
Atmos. Chem. Phys., 22, 5925–5942, https://doi.org/10.5194/acp-22-5925-2022, https://doi.org/10.5194/acp-22-5925-2022, 2022
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The importance of convection to the ozone and nitrogen oxides (NOx) produced from lightning has long been an open question. We utilize the high-resolution chemistry model with ozonesondes and space observations to discuss the effects of convection over southeastern China, where few studies have been conducted. Our results show the transport and chemistry contributions for various storms and demonstrate the ability of TROPOMI to estimate the lightning NOx production over small-scale convection.
Jos van Geffen, Henk Eskes, Steven Compernolle, Gaia Pinardi, Tijl Verhoelst, Jean-Christopher Lambert, Maarten Sneep, Mark ter Linden, Antje Ludewig, K. Folkert Boersma, and J. Pepijn Veefkind
Atmos. Meas. Tech., 15, 2037–2060, https://doi.org/10.5194/amt-15-2037-2022, https://doi.org/10.5194/amt-15-2037-2022, 2022
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Nitrogen dioxide (NO2) is one of the main data products measured by the Tropospheric Monitoring Instrument (TROPOMI) on the Sentinel-5 Precursor (S5P) satellite. This study describes improvements in the TROPOMI NO2 retrieval leading to version v2.2, operational since 1 July 2021. It compares results with previous versions v1.2–v1.4 and with Ozone Monitoring Instrument (OMI) and ground-based measurements.
Vitali Fioletov, Chris A. McLinden, Debora Griffin, Nickolay Krotkov, Fei Liu, and Henk Eskes
Atmos. Chem. Phys., 22, 4201–4236, https://doi.org/10.5194/acp-22-4201-2022, https://doi.org/10.5194/acp-22-4201-2022, 2022
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The COVID-19 lockdown had a large impact on anthropogenic emissions and particularly on nitrogen dioxide (NO2). A new method of isolation of background, urban, and industrial components in NO2 is applied to estimate the lockdown impact on each of them. From 16 March to 15 June 2020, urban NO2 declined by −18 % to −28 % in most regions of the world, while background NO2 typically declined by less than −10 %.
Takashi Sekiya, Kazuyuki Miyazaki, Henk Eskes, Kengo Sudo, Masayuki Takigawa, and Yugo Kanaya
Atmos. Meas. Tech., 15, 1703–1728, https://doi.org/10.5194/amt-15-1703-2022, https://doi.org/10.5194/amt-15-1703-2022, 2022
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This study gives a systematic comparison of TROPOMI version 1.2 and OMI QA4ECV tropospheric NO2 column through global chemical data assimilation (DA) integration for April–May 2018. DA performance is controlled by measurement sensitivities, retrieval errors, and coverage. Due to reduced errors in TROPOMI, agreements against assimilated and independent observations were improved by TROPOMI DA compared to OMI DA. These results demonstrate that TROPOMI DA improves global analyses of NO2 and ozone.
Tobias Christoph Valentin Werner Riess, Klaas Folkert Boersma, Jasper van Vliet, Wouter Peters, Maarten Sneep, Henk Eskes, and Jos van Geffen
Atmos. Meas. Tech., 15, 1415–1438, https://doi.org/10.5194/amt-15-1415-2022, https://doi.org/10.5194/amt-15-1415-2022, 2022
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This paper reports on improved monitoring of ship nitrogen oxide emissions by TROPOMI. With its fantastic resolution we can identify lanes of ship nitrogen dioxide (NO2) pollution not detected from space before. The quality of TROPOMI NO2 data over sea is improved further by recent upgrades in cloud retrievals and the use of sun glint scenes. Lastly, we study the impact of COVID-19 on ship NO2 in European seas and compare the found reductions to emission estimates gained from ship-specific data.
Auke J. Visser, Laurens N. Ganzeveld, Ignacio Goded, Maarten C. Krol, Ivan Mammarella, Giovanni Manca, and K. Folkert Boersma
Atmos. Chem. Phys., 21, 18393–18411, https://doi.org/10.5194/acp-21-18393-2021, https://doi.org/10.5194/acp-21-18393-2021, 2021
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Dry deposition is an important sink for tropospheric ozone that affects ecosystem carbon uptake, but process understanding remains incomplete. We apply a common deposition representation in atmospheric chemistry models and a multi-layer canopy model to multi-year ozone deposition observations. The multi-layer canopy model performs better on diurnal timescales compared to the common approach, leading to a substantially improved simulation of ozone deposition and vegetation ozone impact metrics.
Cited articles
Alexandri, G., Georgoulias, A. K., Meleti, C., Balis, D., Kourtidis, K. A.,
Sanchez-Lorenzo, A., Trentmann, J., and Zanis, P.: A high resolution
satellite view of surface solar radiation over the climatically sensitive
region of Eastern Mediterranean, Atmos. Res., 188, 107–121,
https://doi.org/10.1016/j.atmosres.2016.12.015, 2017.
Bansal, G. and Bandivadekar, G.: Overview of India's vehicle emissions
control program, Tech. Rep., The International Council on Clean
Transportation, Washington, D.C., 2013.
Basset, M. and Seinfeld, J. H.: Atmospheric Equilibrium Model of Sulfate and
Nitrate Aerosols, Atmos. Environ., 17, 2237–2252, 1983.
Beirle, S., Platt, U., Wenig, M., and Wagner, T.: Highly resolved global distribution
of tropospheric NO2 using GOME narrow swath mode data, Atmos. Chem. Phys., 4,
1913–1924, https://doi.org/10.5194/acp-4-1913-2004, 2004.
Boersma, K. F., Eskes, H. J., and Brinksma, E. J.: Error analysis for
tropospheric NO2 retrieval from space, J. Geophys. Res., 109, D04311,
https://doi.org/10.1029/2003JD003962, 2004.
Boersma, K. F., Jacob, D. J., Eskes, H. J., Pinder, R. W., and Wang, J.:
Intercomparison of SCIAMACHY and OMI tropospheric NO2 columns:
Observing the diurnal evolution of chemistry and emissions from space, J.
Geophys. Res., 113, D16S26, https://doi.org/10.1029/2007JD008816, 2008.
Boersma, K. F., Eskes, H. J., Dirksen, R. J., van der A, R. J., Veefkind, J. P.,
Stammes, P., Huijnen, V., Kleipool, Q. L., Sneep, M., Claas, J., Leitão, J.,
Richter, A., Zhou, Y., and Brunner, D.: An improved tropospheric NO2 column retrieval
algorithm for the Ozone Monitoring Instrument, Atmos. Meas. Tech., 4, 1905–1928,
https://doi.org/10.5194/amt-4-1905-2011, 2011.
Boersma, K. F., Eskes, H. J., Richter, A., De Smedt, I., Lorente, A., Beirle, S., van
Geffen, J. H. G. M., Zara, M., Peters, E., Van Roozendael, M., Wagner, T., Maasakkers,
J. D., van der A, R. J., Nightingale, J., De Rudder, A., Irie, H., Pinardi, G.,
Lambert, J.-C., and Compernolle, S. C.: Improving algorithms and uncertainty
estimates for satellite NO2 retrievals: results from the quality assurance for the
essential climate variables (QA4ECV) project, Atmos. Meas. Tech., 11, 6651–6678,
https://doi.org/10.5194/amt-11-6651-2018, 2018.
Bovensmann, H., Burrows, J. P., Buchwitz, M., Frerick, F., Nöel, S., and
Rozanov, V. V.: SCIAMACHY: mission objectives and measurement modes, J.
Atmos. Sci., 56, 127–150, https://doi.org/10.1175/1520-0469(1999)056<0127:SMOAMM>2.0.CO;2, 1999.
Burrows, J. P., Hölzle, E., Goede, A., Visser, H., and Fricke, W.:
SCIAMACHY – scanning imaging absorption spectrometer for atmospheric
chartography, Acta Astronaut., 35, 445–451,
https://doi.org/10.1016/0094-5765(94)00278-T, 1995.
Burrows, J. P.,Weber, M., Buchwitz, M., Rozanov, V. V.,
Ladstätter-Weißenmayer, A., Richter, A., DeBeek, R., Hoogen, R.,
Bramstedt, K., Eichmann, K.-U., and Eisinger, M.: The Global Ozone
Monitoring Experiment (GOME): mission concept and first scientific results,
J. Atmos. Sci., 56, 151–175, https://doi.org/10.1175/1520-0469(1999)056<0151:TGOMEG>2.0.CO;2, 1999.
Castellanos, P. and Boersma, K. F.: Reductions in nitrogen oxides over
Europe driven by environmental policy and economic recession, Sci. Rep., 2,
265, https://doi.org/10.1038/srep00265, 2012.
Cermak, J., Wild, M., Knutti, R., Mishchenko, M. I., and Heidinger, A. K.:
Consistency of global satellite-derived aerosol and cloud data sets with
recent brightening observations, Geophys. Res. Lett., 37, L21704,
https://doi.org/10.1029/2010GL044632, 2010.
ChinaFAQs Project: China Adopts World-Class Pollutant Emissions Standards
for Coal Power Plants, available at:
http://www.chinafaqs.org/library/chinafaqs-china-adopts-world-class-pollutant-emissions-standards-coal-power-plants
(last access: 15 September 2018), 2012.
Cline, W. R.: Restoring economic growth in Argentina (English), Working
paper; no. 9/03, Washington, DC: World Bank, available at:
http://documents.worldbank.org/curated/en/8055014687692776 47/Restoring-economic-growth-in-Argentina
(last access: 19 March 2019), 2003.
Cuevas, C. A., Notario, A., Adame, J. A., Hilboll, A., Richter, A., Burrows,
J. P., and Saiz-Lopez, A.: Evolution of NO2 levels in Spain from 1996
to 2012, Sci. Rep., 4, 5887, https://doi.org/10.1038/srep05887, 2014.
de Foy, B., Lu, Z., and Streets, D. G.: Satellite NO2 retrievals
suggest China has exceeded its NOx reduction goals from the twelfth
Five-Year Plan, Scientific Reports, 6, 35912, https://doi.org/10.1038/srep35912, 2016.
de Meij, A., Pozzer, A., and Lelieveld, J.: Trend analysis in aerosol
optical depths and pollutant emission estimates between 2000 and 2009,
Atmos. Environ., 51, 75–85, https://doi.org/10.1016/j.atmosenv.2012.01.059, 2012.
De Smedt, I., Stavrakou, T., Muller, J.-F., van der A, R. J., and Van
Roozendael, M.: Trend detection in satellite observations of formaldehyde
tropospheric columns, Geophys. Res. Lett., 37, L18808,
https://doi.org/10.1029/2010GL044245, 2010.
Dirksen, R. J., Boersma, K. F., Eskes, H. J., Ionov, D. V., Bucsela, E. J.,
Levelt, P. F., and Kelder, H. M.: Evaluation of stratospheric NO2
retrieved from the Ozone Monitoring Instrument: intercomparison, diurnal
cycle and trending, J. Geophys. Res., 116, D08305, https://doi.org/10.1029/2010JD014943,
2011.
EEA-APFS-Portugal: European Environment Agency – Air pollution fact sheet –
Portugal, available at: https://www.eea.europa.eu/themes/air/air-pollution-country-fact-sheets-2014/portugal-air-pollutant-emissions-country-fact
sheet/at_download/file (last access: 19 March 2019), 2014.
EEA-APFS-Spain: European Environment Agency – Air pollution fact sheet –
Spain, available at: https://www.eea.europa.eu/themes/air/air-pollution-country-fact-sheets-2014/spain-air-pollutant-emissions-country-factshe
et/at_download/file (last access: 19 March 2019), 2014.
EPA: Ireland's Air Pollutant Emissions 2016, available at:
http://www.epa.ie/pubs/reports/air/airemissions/
irelandsairpollutantemissions2016.html (last access: 19 March 2019), 2018.
Geddes, J. A., Martin, R. V., Boys, B. L., and van Donkelaar, A.: Long-term
trends worldwide in ambient NO2 concentrations inferred from satellite
observations, Environ. Health Persp., 124, 281–289,
https://doi.org/10.1289/ehp.1409567, 2016.
Georgoulias, A. K., Alexandri, G., Kourtidis, K. A., Lelieveld, J., Zanis,
P., and Amiridis, V.: Differences between the MODIS Collection 6 and 5.1
aerosol datasets over the greater Mediterranean region, Atmos. Environ.,
147, 310–319, https://doi.org/10.1016/j.atmosenv.2016.10.014, 2016.
Ghude, S. D., Pfister, G. G., Jena, C., van der A, R., Emmons, L. K., and
Kumar, R.: Satellite constraints of nitrogen oxide (NOx) emissions from
India based on OMI observations and WRF-Chem simulations, Geophys. Res.
Lett., 40, 423–428, https://doi.org/10.1002/grl.50065, 2013.
Hilboll, A., Richter, A., and Burrows, J. P.: Long-term changes of tropospheric
NO2 over megacities derived from multiple satellite instruments, Atmos. Chem.
Phys., 13, 4145–4169, https://doi.org/10.5194/acp-13-4145-2013, 2013.
Hilboll, A., Richter, A., and Burrows, J. P.: NO2 pollution over India observed from space – the impact
of rapid economic growth, and a recent decline, Atmos. Chem. Phys. Discuss., https://doi.org/10.5194/acp-2017-101, in review, 2017.
ICAC: Institute of Clean Air Companies, Selective Catalytic Reduction (SCR)
control of NOx emissions from fossil fuel-fired electric power plants,
available at: https://c.ymcdn.com/sites/icac.site-ym.com/resource/resmgr/
Standards_WhitePapers/SCR_WhitePaper_final_2009.pdf (last access: 19
March 2019), 2009.
IEA: Clean Coal Center report, available at:
https://www.iea-coal.org/wp-content/uploads/2017/12/spain-1 (last access: 19
March 2019), 2017.
Isaksen, I. S. A., Berntsen, T. K., Dalsøren, S. B., Eleftheratos, K.,
Orsolini, Y., Rognerud, B., Stordal, F., Søvde, O. A., Zerefos, C.,
and Holmes, C. D.: Atmospheric Ozone and Methane in a Changing Climate,
Atmosphere, 5, 518–535, https://doi.org/10.3390/atmos5030518, 2014.
Koelemeijer, R. B. A., Stammes, P., Hovenier, J. W., and de Haan, J. F.: A
fast method for retrieval of cloud parameters using oxygen A band
measurements from the Global Ozone Monitoring Experiment, J. Geophys. Res.,
106, 3475–3490, https://doi.org/10.1029/2000JD900657, 2001.
Konovalov, I. B., Beekmann, M., Richter, A., and Burrows, J. P.: Inverse
modelling of the spatial distribution of NOx emissions on a continental scale
using satellite data, Atmos. Chem. Phys., 6, 1747–1770, https://doi.org/10.5194/acp-6-1747-2006, 2006.
Konovalov, I. B., Beekmann, M., Burrows, J. P., and Richter, A.: Satellite measurement
based estimates of decadal changes in European nitrogen oxides emissions, Atmos. Chem.
Phys., 8, 2623–2641, https://doi.org/10.5194/acp-8-2623-2008, 2008.
Konovalov, I. B., Beekmann, M., Richter, A., Burrows, J. P., and Hilboll, A.:
Multi-annual changes of NOx emissions in megacity regions: nonlinear trend analysis
of satellite measurement based estimates, Atmos. Chem. Phys., 10, 8481–8498,
https://doi.org/10.5194/acp-10-8481-2010, 2010.
Kourtidis, K., Stathopoulos, S., Georgoulias, A. K., Alexandri, G., and Rapsomanikis, S.:
A study of the impact of synoptic weather conditions and water vapor on aerosol-cloud
relationships over major urban clusters of China, Atmos. Chem. Phys., 15, 10955–10964,
https://doi.org/10.5194/acp-15-10955-2015, 2015.
Krotkov, N. A., McLinden, C. A., Li, C., Lamsal, L. N., Celarier, E. A., Marchenko, S. V.,
Swartz, W. H., Bucsela, E. J., Joiner, J., Duncan, B. N., Boersma, K. F.,
Veefkind, J. P., Levelt, P. F., Fioletov, V. E., Dickerson, R. R., He, H., Lu, Z.,
and Streets, D. G.: Aura OMI observations of regional SO2 and NO2 pollution changes
from 2005 to 2015, Atmos. Chem. Phys., 16, 4605–4629, https://doi.org/10.5194/acp-16-4605-2016, 2016.
Lelieveld, J., Beirle, S., Hörmann, C., Stenchikov, G., and Wagner, T.:
Abrupt recent trend changes in atmospheric nitrogen dioxide over the Middle
East, Sci. Adv., 1, 2–6, https://doi.org/10.1126/sciadv.1500498, 2015.
Levelt, P. F., Joiner, J., Tamminen, J., Veefkind, J. P., Bhartia, P. K., Stein Zweers,
D. C., Duncan, B. N., Streets, D. G., Eskes, H., van der A, R., McLinden, C., Fioletov,
V., Carn, S., de Laat, J., DeLand, M., Marchenko, S., McPeters, R., Ziemke, J., Fu, D.,
Liu, X., Pickering, K., Apituley, A., González Abad, G., Arola, A., Boersma, F., Chan
Miller, C., Chance, K., de Graaf, M., Hakkarainen, J., Hassinen, S., Ialongo, I.,
Kleipool, Q., Krotkov, N., Li, C., Lamsal, L., Newman, P., Nowlan, C., Suleiman, R.,
Tilstra, L. G., Torres, O., Wang, H., and Wargan, K.: The Ozone Monitoring Instrument:
overview of 14 years in space, Atmos. Chem. Phys., 18, 5699–5745, https://doi.org/10.5194/acp-18-5699-2018, 2018.
Liu, F., Zhang, Q., Ronald, J. van der A., Zheng, B., Tong, D., Yan, L.,
Zheng, Y., and He, K.: Recent reduction in NOx emissions over China:
synthesis of satellite observations and emission inventories, Environ. Res.
Lett., 11, 114002, https://doi.org/10.1088/1748-9326/11/11/114002, 2016.
Lurmann, F., Avol, E., and Gilliland, F.: Emissions reduction policies and
recent trends in Southern California's ambient air quality, J. Air Waste
Manage., 65, 324–335, https://doi.org/10.1080/10962247.2014.991856, 2015.
Mijling, B., van der A, R. J., Boersma, K. F., Van Roozendael, M., De Smedt,
I., and Kelder, H. M.: Reductions in NO2 detected from space during the
2008 Beijing Olympic Games, Geophys. Res. Lett., 36, L13801,
https://doi.org/10.1029/2009GL038943, 2009.
Munro, R., Lang, R., Klaes, D., Poli, G., Retscher, C., Lindstrot, R.,
Huckle, R., Lacan, A., Grzegorski, M., Holdak, A., Kokhanovsky, A., Livschitz, J.,
and Eisinger, M.: The GOME-2 instrument on the Metop series of satellites:
instrument design, calibration, and level 1 data processing – an overview,
Atmos. Meas. Tech., 9, 1279–1301, https://doi.org/10.5194/amt-9-1279-2016, 2016.
Platt, U.: Differential optical absorption spectroscopy (DOAS), in: Air
Monitoring by Spectroscopic Techniques, edited by: Sigrist, M. W., Vol. 127,
John Wiley & Sons, Hoboken, N.J., USA, 27–83, 1994.
Pozzer, A., de Meij, A., Yoon, J., Tost, H., Georgoulias, A. K., and Astitha, M.:
AOD trends during 2001–2010 from observations and model simulations, Atmos. Chem.
Phys., 15, 5521–5535, https://doi.org/10.5194/acp-15-5521-2015, 2015.
Russell, A. R., Valin, L. C., and Cohen, R. C.: Trends in OMI NO2 observations
over the United States: effects of emission control technology and the economic
recession, Atmos. Chem. Phys., 12, 12197–12209, https://doi.org/10.5194/acp-12-12197-2012, 2012.
Schneider, P. and van der A, R. J.: A global single-sensor analysis of
2002–2011 tropospheric nitrogen dioxide trends observed from space, J.
Geophys. Res., 117, 1–17, https://doi.org/10.1029/2012JD017571, 2012.
Schneider, P., Lahoz, W. A., and van der A, R.: Recent satellite-based trends of
tropospheric nitrogen dioxide over large urban agglomerations worldwide, Atmos. Chem.
Phys., 15, 1205–1220, https://doi.org/10.5194/acp-15-1205-2015, 2015.
Seinfeld, J. H. and Pandis, S. N.: Atmospheric chemistry and physics: from
air pollution to climate change, Wiley, New Jersey, USA, 2016.
Sogacheva, L., Rodriguez, E., Kolmonen, P., Virtanen, T. H.,
Saponaro, G., de Leeuw, G., Georgoulias, A. K., Alexandri, G., Kourtidis, K.,
and van der A, R. J.: Spatial and seasonal variations of aerosols over China
from two decades of multi-satellite observations – Part 2: AOD time series for
1995–2017 combined from ATSR ADV and MODIS C6.1 and AOD tendency estimations,
Atmos. Chem. Phys., 18, 16631–16652, https://doi.org/10.5194/acp-18-16631-2018, 2018.
Solomon, S., Portmann, R. W., Sanders, R. W., and Daniels, J. S.: On the
role of nitrogen dioxide in the absorption of solar radiation, J. Geophys.
Res., 104, 12047–12058, https://doi.org/10.1029/1999JD900035, 1999.
Stammes, P.: Spectral radiance modelling in the UV-Visible range, in: IRS
2000: Current Problems in Atmospheric Radiation, edited by: Smith, W. L. and
Timofeyev, Y. M., A. Deepak Publ., Hampton, VA, 385–388, 2001.
TEMIS: Tropospheric Emission Monitoring Internet Service, available at: http://www.temis.nl, last access: 19 March 2019.
Valks, P., Pinardi, G., Richter, A., Lambert, J.-C., Hao, N., Loyola, D.,
Van Roozendael, M., and Emmadi, S.: Operational total and tropospheric
NO2 column retrieval for GOME-2, Atmos. Meas. Tech., 4, 1491–1514, https://doi.org/10.5194/amt-4-1491-2011, 2011.
van der A, R. J., Peters, D. H. M. U., Eskes, H., Boersma, K. F., Van
Roozendael, M., De Smedt, I., and Kelder, H. M.: Detection of the trend and
seasonal variation in tropospheric NO2 over China, J. Geophys. Res.,
111, 1–10, https://doi.org/10.1029/2005JD006594, 2006.
van der A, R. J., Eskes, H. J., Boersma, K. F., van Noije, T. P. C., Van
Roozendael, M., De Smedt, I., Peters, D. H. M. U., and Meijer, E. W.: Trends,
seasonal variability and dominant NOx source derived from a ten year
record of NO2 measured from space, J. Geophys. Res., 113, 1–12,
https://doi.org/10.1029/2007JD009021, 2008.
van der A, R. J., Mijling, B., Ding, J., Koukouli, M. E., Liu, F., Li, Q., Mao, H.,
and Theys, N.: Cleaning up the air: effectiveness of air quality policy for SO2 and
NOx emissions in China, Atmos. Chem. Phys., 17, 1775–1789, https://doi.org/10.5194/acp-17-1775-2017, 2017.
Vandaele, A. C., Fayt, C., Hendrick, F., Hermans, C., Humbled, F., Van
Roozendael, M., Gil, M., Navarro, M., Puentedura, O., Yela, M., Braathen,
G., Stebel, K., Tørnkvist, K., Johnston, P., Kreher, K., Goutail, F.,
Mieville, A., Pommereau, J.-P., Khaikine, S., Richter, A., Oetjen, H.,
Wittrock, F., Bugarski, S., Friess, U., Pfeilsticker, K., Sinreich, R.,
Wagner, T., Corlett, G., and Leigh, R.: An intercomparison campaign of
ground-based UV-visible measurements of NO2, BrO, and OClO slant
columns: Methods of analysis and results for NO2, J. Geophys. Res.,
110, D08305, https://doi.org/10.1029/2004JD005423, 2005.
Veefkind, J. P., Aben, I., McMullan, K., Forster, H., de Vries, J., Otter,
G., Claas, J., Eskes, H. J., de Haan, J. F., Kleipool, Q., van Weele, M.,
Hasekamp, O., Hoogeveen, R., Landgraf, J., Snel, R., Tol, P., Ingmann, P.,
Voors, R., Kruizinga, B., Vink, R., Visser, H., and Levelt, P. F.: TROPOMI
on the ESA Sentinel-5 Precursor: a GMES mission for global observations of
the atmospheric composition for climate, air quality and ozone layer
applications, Remote Sens. Environ., 120, 70–83,
https://doi.org/10.1016/j.rse.2011.09.027, 2012.
Vestreng, V., Ntziachristos, L., Semb, A., Reis, S., Isaksen, I. S. A., and
Tarrasón, L.: Evolution of NOx emissions in Europe with focus
on road transport control measures, Atmos. Chem. Phys., 9, 1503–1520, https://doi.org/10.5194/acp-9-1503-2009, 2009.
Vrekoussis, M., Richter, A., Hilboll, A., Burrows, J. P., Gerasopoulos, E.,
Lelieveld, J., Barrie, L., Zerefos, C., and Mihalopoulos, N.: Economic
Crisis Detected from Space: Air Quality observations over Athens/Greece,
Geophys. Res. Lett., 40, 458–463, https://doi.org/10.1002/grl.50118, 2013.
Voulgarakis, A., Savage, N. H., Wild, O., Braesicke, P., Young, P. J., Carver, G. D.,
and Pyle, J. A.: Interannual variability of tropospheric composition: the influence of
changes in emissions, meteorology and clouds, Atmos. Chem. Phys., 10, 2491–2506,
https://doi.org/10.5194/acp-10-2491-2010, 2010.
Weatherhead, E. C., Reinsel, G. C., Tiao, G. C., Meng, X.-L., Choi, D.,
Cheang, W.-K., Keller, T., DeLuisi, J., Wuebbles, D. J., Kerr, J. B.,
Miller, A. J., Oltmans, S. J., and Frederick, J. E.: Factors affecting the
detection of trends: Statistical considerations and applications to
environmental data, J. Geophys. Res., 103, 17149,
https://doi.org/10.1029/98JD00995, 1998.
WHO: Health Aspects of Air Pollution with Particulate Matter, Ozone and
Nitrogen Dioxide, World Health Organization, Bonn, Germany, 2003.
World Bank Group: The Toll of War: The Economic and Social Consequences of
the Conflict in Syria, available at:
https://openknowledge.worldbank.org/bitstream/handle/10986/27541/The20Toll20of20War.pdf
(last access: 19 March 2019), 2017.
World Bank: available at:
https://data.worldbank.org (last access: 19 March 2019), 2019.
Wu, Y., Zhang, S., Hao, J., Liu, H., Wu, X., Hu, J., Walsh, M. P.,
Wallington, T. J., and Zhang, K. M. S.: Stevanovic, On-road vehicle
emissions and their control in China: A review and outlook, Sci. Total
Environ., 574, 332–349, https://doi.org/10.1016/j.scitotenv.2016.09.040, 2017.
Zhao, B., Wang, S. X., Liu, H., Xu, J. Y., Fu, K., Klimont, Z., Hao, J. M., He, K. B.,
Cofala, J., and Amann, M.: NOx emissions in China: historical trends and future
perspectives, Atmos. Chem. Phys., 13, 9869–9897, https://doi.org/10.5194/acp-13-9869-2013, 2013.
Short summary
In this paper, a ∼21-year self-consistent global dataset from four different satellite sensors is compiled for the first time to study the long-term tropospheric NO2 patterns and trends. A novel method capable of detecting the year when a reversal of trends happened shows that tropospheric NO2 concentrations switched from positive to negative trends and vice versa over several regions around the globe during the last 2 decades.
In this paper, a ∼21-year self-consistent global dataset from four different satellite sensors...
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