Articles | Volume 20, issue 14
https://doi.org/10.5194/acp-20-9051-2020
© 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-20-9051-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Temporal and spatial analysis of ozone concentrations in Europe based on timescale decomposition and a multi-clustering approach
Eirini Boleti
Empa, Swiss Federal Laboratories for Materials Science and Technology, Überlandstrasse 129,
8600 Dübendorf, Switzerland
EPFL, École Polytechnique Fédérale de Lausanne, Route Cantonale, 1015 Lausanne, Switzerland
Christoph Hueglin
CORRESPONDING AUTHOR
Empa, Swiss Federal Laboratories for Materials Science and Technology, Überlandstrasse 129,
8600 Dübendorf, Switzerland
Stuart K. Grange
Empa, Swiss Federal Laboratories for Materials Science and Technology, Überlandstrasse 129,
8600 Dübendorf, Switzerland
Wolfson Atmospheric Chemistry Laboratories, University of York, York, YO10 5DD, UK
André S. H. Prévôt
PSI, Paul Scherrer Institute, 5232 Villigen, Switzerland
Satoshi Takahama
EPFL, École Polytechnique Fédérale de Lausanne, Route Cantonale, 1015 Lausanne, Switzerland
Viewed
Total article views: 7,688 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 30 Oct 2019)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 6,369 | 1,224 | 95 | 7,688 | 459 | 142 | 157 |
- HTML: 6,369
- PDF: 1,224
- XML: 95
- Total: 7,688
- Supplement: 459
- BibTeX: 142
- EndNote: 157
Total article views: 6,795 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 30 Jul 2020)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 5,961 | 755 | 79 | 6,795 | 265 | 115 | 130 |
- HTML: 5,961
- PDF: 755
- XML: 79
- Total: 6,795
- Supplement: 265
- BibTeX: 115
- EndNote: 130
Total article views: 893 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 30 Oct 2019)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 408 | 469 | 16 | 893 | 194 | 27 | 27 |
- HTML: 408
- PDF: 469
- XML: 16
- Total: 893
- Supplement: 194
- BibTeX: 27
- EndNote: 27
Viewed (geographical distribution)
Total article views: 7,688 (including HTML, PDF, and XML)
Thereof 7,413 with geography defined
and 275 with unknown origin.
Total article views: 6,795 (including HTML, PDF, and XML)
Thereof 6,715 with geography defined
and 80 with unknown origin.
Total article views: 893 (including HTML, PDF, and XML)
Thereof 698 with geography defined
and 195 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
42 citations as recorded by crossref.
- Assessing surface ozone risk to human health and forests over time in Poland A. Cakaj et al.
- Chronic tropospheric ozone exposure reduces seed yield and quality in spring and winter oilseed rape H. Roberts et al.
- The impact of environmental exposures on DNA methylation in the EXPANSE project M. Vogli et al.
- O3–precursor relationship over multiple patterns of timescale: a case study in Zibo, Shandong Province, China Z. Zheng et al.
- PM2.5 Concentration Prediction Based on Spatiotemporal Feature Selection Using XGBoost-MSCNN-GA-LSTM H. Dai et al.
- Using Clustering, Statistical Modeling, and Climate Change Projections to Analyze Recent and Future Region‐Specific Compound Ozone and Temperature Burden Over Europe S. Jahn & E. Hertig
- Assessment of air pollution due to ozone in the north-east region Romania A. Nistor et al.
- Temperature dependence of tropospheric ozone under NOx reductions over Germany N. Otero et al.
- Tropospheric ozone and NOx: A review of worldwide variation and meteorological influences D. Nguyen et al.
- Energy efficiency’s key role in explaining the performance of energy consumption in Andalusia (Spain) R. Román-Collado & M. Colinet Carmona
- Personal exposure levels to O3, NOx and PM10 and the association to ambient levels in two Swedish cities S. Haga et al.
- Ozone and Nitrogen Deposition Effects on Plant Physiology and Growth Vary among Tree Species, Not Plant Functional Types X. Yuan et al.
- Role of Elevated Ozone on Development and Metabolite Contents of Lemongrass [Cymbopogon flexuosus (Steud.) (Wats.)] P. Madheshiya et al.
- Oxidation capacity changes in the atmosphere of large urban areas in Europe: Modelling and experimental campaigns in atmospheric simulation chambers D. Jung et al.
- Early spring near-surface ozone in Europe during the COVID-19 shutdown: Meteorological effects outweigh emission changes C. Ordóñez et al.
- A review on methodology in O3-NOx-VOC sensitivity study C. Liu & K. Shi
- Arbuscular mycorrhizal symbiosis alleviates ozone injury in ozone-tolerant poplar clone but not in ozone-sensitive poplar clone R. Yin et al.
- Insights into the 100 largest European surface ozone episodes during spring–summer 2003–2022 T. Fuentes-Alvarez et al.
- Trend detection of atmospheric time series K. Chang et al.
- Technical note: Unsupervised classification of ozone profiles in UKESM1 F. Fahrin et al.
- Seasonally adaptive data-driven ozone prediction in megacity environments J. Seo et al.
- Future Local Ground‐Level Ozone in the European Area From Statistical Downscaling Projections Considering Climate and Emission Changes E. Hertig et al.
- Long-Term Variability of Surface Ozone and Its Associations with NOx and Air Temperature Changes from Air Quality Monitoring at Belsk, Poland, 1995–2023 I. Pawlak et al.
- Multi-decadal ozone air quality and the role of temperature in Switzerland during summertime C. Nussbaumer et al.
- Spatial clustering analysis of green economy based on knowledge graph S. Zhou et al.
- Rapid O3 assimilations – Part 2: Tropospheric O3 changes accompanied by declining NOx emissions in the USA and Europe in 2005–2020 R. Zhu et al.
- Elucidating the ozone formation and transport mechanism in the Pearl River Delta against the backdrop of heatwave Y. Xiang et al.
- Ozone dose-response relationships for wheat can be derived using photosynthetic-based stomatal conductance models P. Pande et al.
- Differential responses and mechanisms of monoterpene emissions from broad-leaved and coniferous species under elevated ozone scenarios X. Yuan et al.
- Evaluation of industrial emissions of tropospheric ozone precursors in Spain (2017–2022) E. Monfort et al.
- Emerging Air Quality Analysis of Seasonal Heterogeneity in Ozone (O 3 ) and Its Precursors over Bangalore City of Southern India H. Vinod et al.
- The ground-level ozone concentration in forest and urban environments in central Slovakia R. Janík et al.
- Prediction of Air Pollutant Concentration Based on One-Dimensional Multi-Scale CNN-LSTM Considering Spatial-Temporal Characteristics: A Case Study of Xi’an, China H. Dai et al.
- Large-scale ozone episodes in Europe: Decreasing sizes in the last decades but diverging changes in the future R. Crespo-Miguel et al.
- Influence of Meteorological Parameters on the Dynamics of Ozone and Aerosol Particles Near a Road Transport Street V. Vasiliauskienė et al.
- Air Pollution as a Risk for Death from Infectious Respiratory Disease M. Jerrett
- Neighborhood ozone estimation in Busan, South Korea: A comparative study of proximity-based ensemble clustering and machine-learning models A. Imami & J. Yee
- Investigation on the Impacts of COVID-19 Lockdown and Influencing Factors on Air Quality in Greater Bangkok, Thailand P. Wetchayont & I. Levy
- High-resolution mapping of on-road vehicle emissions with real-time traffic datasets based on big data Y. Wang et al.
- Response of future near-surface ozone extremes in Europe to changes in precursor emissions and climate R. Crespo-Miguel et al.
- Analysis of Daily and Diurnal O3–NOx Relationships and Assessment of Local/Regional Oxidant (OX = O3 + NO2) Levels and Associated Human Health Risk at a Coastal Suburban Site of Sfax (Tunisia) F. Sellami et al.
- Shifting summer holidays in Spain as an adaptation measure to climate change J. Garrido-Perez et al.
42 citations as recorded by crossref.
- Assessing surface ozone risk to human health and forests over time in Poland A. Cakaj et al.
- Chronic tropospheric ozone exposure reduces seed yield and quality in spring and winter oilseed rape H. Roberts et al.
- The impact of environmental exposures on DNA methylation in the EXPANSE project M. Vogli et al.
- O3–precursor relationship over multiple patterns of timescale: a case study in Zibo, Shandong Province, China Z. Zheng et al.
- PM2.5 Concentration Prediction Based on Spatiotemporal Feature Selection Using XGBoost-MSCNN-GA-LSTM H. Dai et al.
- Using Clustering, Statistical Modeling, and Climate Change Projections to Analyze Recent and Future Region‐Specific Compound Ozone and Temperature Burden Over Europe S. Jahn & E. Hertig
- Assessment of air pollution due to ozone in the north-east region Romania A. Nistor et al.
- Temperature dependence of tropospheric ozone under NOx reductions over Germany N. Otero et al.
- Tropospheric ozone and NOx: A review of worldwide variation and meteorological influences D. Nguyen et al.
- Energy efficiency’s key role in explaining the performance of energy consumption in Andalusia (Spain) R. Román-Collado & M. Colinet Carmona
- Personal exposure levels to O3, NOx and PM10 and the association to ambient levels in two Swedish cities S. Haga et al.
- Ozone and Nitrogen Deposition Effects on Plant Physiology and Growth Vary among Tree Species, Not Plant Functional Types X. Yuan et al.
- Role of Elevated Ozone on Development and Metabolite Contents of Lemongrass [Cymbopogon flexuosus (Steud.) (Wats.)] P. Madheshiya et al.
- Oxidation capacity changes in the atmosphere of large urban areas in Europe: Modelling and experimental campaigns in atmospheric simulation chambers D. Jung et al.
- Early spring near-surface ozone in Europe during the COVID-19 shutdown: Meteorological effects outweigh emission changes C. Ordóñez et al.
- A review on methodology in O3-NOx-VOC sensitivity study C. Liu & K. Shi
- Arbuscular mycorrhizal symbiosis alleviates ozone injury in ozone-tolerant poplar clone but not in ozone-sensitive poplar clone R. Yin et al.
- Insights into the 100 largest European surface ozone episodes during spring–summer 2003–2022 T. Fuentes-Alvarez et al.
- Trend detection of atmospheric time series K. Chang et al.
- Technical note: Unsupervised classification of ozone profiles in UKESM1 F. Fahrin et al.
- Seasonally adaptive data-driven ozone prediction in megacity environments J. Seo et al.
- Future Local Ground‐Level Ozone in the European Area From Statistical Downscaling Projections Considering Climate and Emission Changes E. Hertig et al.
- Long-Term Variability of Surface Ozone and Its Associations with NOx and Air Temperature Changes from Air Quality Monitoring at Belsk, Poland, 1995–2023 I. Pawlak et al.
- Multi-decadal ozone air quality and the role of temperature in Switzerland during summertime C. Nussbaumer et al.
- Spatial clustering analysis of green economy based on knowledge graph S. Zhou et al.
- Rapid O3 assimilations – Part 2: Tropospheric O3 changes accompanied by declining NOx emissions in the USA and Europe in 2005–2020 R. Zhu et al.
- Elucidating the ozone formation and transport mechanism in the Pearl River Delta against the backdrop of heatwave Y. Xiang et al.
- Ozone dose-response relationships for wheat can be derived using photosynthetic-based stomatal conductance models P. Pande et al.
- Differential responses and mechanisms of monoterpene emissions from broad-leaved and coniferous species under elevated ozone scenarios X. Yuan et al.
- Evaluation of industrial emissions of tropospheric ozone precursors in Spain (2017–2022) E. Monfort et al.
- Emerging Air Quality Analysis of Seasonal Heterogeneity in Ozone (O 3 ) and Its Precursors over Bangalore City of Southern India H. Vinod et al.
- The ground-level ozone concentration in forest and urban environments in central Slovakia R. Janík et al.
- Prediction of Air Pollutant Concentration Based on One-Dimensional Multi-Scale CNN-LSTM Considering Spatial-Temporal Characteristics: A Case Study of Xi’an, China H. Dai et al.
- Large-scale ozone episodes in Europe: Decreasing sizes in the last decades but diverging changes in the future R. Crespo-Miguel et al.
- Influence of Meteorological Parameters on the Dynamics of Ozone and Aerosol Particles Near a Road Transport Street V. Vasiliauskienė et al.
- Air Pollution as a Risk for Death from Infectious Respiratory Disease M. Jerrett
- Neighborhood ozone estimation in Busan, South Korea: A comparative study of proximity-based ensemble clustering and machine-learning models A. Imami & J. Yee
- Investigation on the Impacts of COVID-19 Lockdown and Influencing Factors on Air Quality in Greater Bangkok, Thailand P. Wetchayont & I. Levy
- High-resolution mapping of on-road vehicle emissions with real-time traffic datasets based on big data Y. Wang et al.
- Response of future near-surface ozone extremes in Europe to changes in precursor emissions and climate R. Crespo-Miguel et al.
- Analysis of Daily and Diurnal O3–NOx Relationships and Assessment of Local/Regional Oxidant (OX = O3 + NO2) Levels and Associated Human Health Risk at a Coastal Suburban Site of Sfax (Tunisia) F. Sellami et al.
- Shifting summer holidays in Spain as an adaptation measure to climate change J. Garrido-Perez et al.
Saved (final revised paper)
Latest update: 02 May 2026
Short summary
Long-term temporal evolution of ozone concentrations between 2000 and 2015 in Europe was estimated using a signal decomposition technique. The seasonal cycles are correlated with local climate conditions and vary according to geographic region, while ozone levels are indicative of distance to emission sources. The site's environment plays a key role in ozone trends, with the most polluted environments showing the least reduction in ozone, while in less polluted areas ozone has decreased.
Long-term temporal evolution of ozone concentrations between 2000 and 2015 in Europe was...
Altmetrics
Final-revised paper
Preprint