Evaluating urban ozone dynamics in two Indian megacities using ground data and predictive ozone modelling: role of AVOC – NOx regime and influence on secondary PM levels
{"title":"Evaluating urban ozone dynamics in two Indian megacities using ground data and predictive ozone modelling: role of AVOC – NOx regime and influence on secondary PM levels","authors":"Yuva Kiran Kadali, Abhishek Chakraborty","doi":"10.1007/s10874-025-09470-9","DOIUrl":null,"url":null,"abstract":"<div><p>Ozone (O<sub>3</sub>) in ambient air acts as a greenhouse gas and has harmful effects on human health and vegetation. Short-term exposure to elevated surface O<sub>3</sub> is linked to increased risks of respiratory and cardiovascular mortality. The emission of volatile organic compounds (VOCs) and nitrogen oxides (NO<sub>x</sub>) into the atmosphere can trigger chemical reactions influenced by solar radiation (SR), resulting in O<sub>3</sub> formation in the troposphere. This study focuses on a few locations within Delhi and Mumbai using publicly available data. O<sub>3</sub> concentrations peak in the afternoon and decrease subsequently. During winter, NO<sub>x</sub> concentrations were higher, while O<sub>3</sub> concentrations were lower, possibly due to reduced solar radiation and altered atmospheric VOC-NO<sub>x</sub> regimes. The HCHO/NO<sub>2</sub> ratios in both Delhi and Mumbai are less than 1, indicating VOC-limited conditions. The secondary fraction (SA) of PM<sub>2.5</sub> at select locations was estimated using the Approximate Envelope Method (AEM). SA values derived from AEM exhibited diurnal trends consistent with field studies and established knowledge. This analysis demonstrated that SA can constitute up to 85% of total PM<sub>2.5</sub>, highlighting its significant contribution to overall particulate matter levels. An evaluation of the AVOC-NOx-O<sub>3</sub>-SA relationship revealed that elevated O<sub>3</sub> concentrations predominantly occur at higher AVOC/NOx ratios, often leading to increased SA levels to some extent. To predict O<sub>3</sub>, a multiple linear regression model was employed, incorporating various parameters. The model achieved a coefficient of correlation when compared to measured data of over 0.90, indicating its effectiveness in predicting O<sub>3</sub> levels. This research provides valuable insights into the dynamics of surface O<sub>3</sub> and its implications for urban secondary pollutants.</p></div>","PeriodicalId":611,"journal":{"name":"Journal of Atmospheric Chemistry","volume":"82 1","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Atmospheric Chemistry","FirstCategoryId":"89","ListUrlMain":"https://link.springer.com/article/10.1007/s10874-025-09470-9","RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Ozone (O3) in ambient air acts as a greenhouse gas and has harmful effects on human health and vegetation. Short-term exposure to elevated surface O3 is linked to increased risks of respiratory and cardiovascular mortality. The emission of volatile organic compounds (VOCs) and nitrogen oxides (NOx) into the atmosphere can trigger chemical reactions influenced by solar radiation (SR), resulting in O3 formation in the troposphere. This study focuses on a few locations within Delhi and Mumbai using publicly available data. O3 concentrations peak in the afternoon and decrease subsequently. During winter, NOx concentrations were higher, while O3 concentrations were lower, possibly due to reduced solar radiation and altered atmospheric VOC-NOx regimes. The HCHO/NO2 ratios in both Delhi and Mumbai are less than 1, indicating VOC-limited conditions. The secondary fraction (SA) of PM2.5 at select locations was estimated using the Approximate Envelope Method (AEM). SA values derived from AEM exhibited diurnal trends consistent with field studies and established knowledge. This analysis demonstrated that SA can constitute up to 85% of total PM2.5, highlighting its significant contribution to overall particulate matter levels. An evaluation of the AVOC-NOx-O3-SA relationship revealed that elevated O3 concentrations predominantly occur at higher AVOC/NOx ratios, often leading to increased SA levels to some extent. To predict O3, a multiple linear regression model was employed, incorporating various parameters. The model achieved a coefficient of correlation when compared to measured data of over 0.90, indicating its effectiveness in predicting O3 levels. This research provides valuable insights into the dynamics of surface O3 and its implications for urban secondary pollutants.
期刊介绍:
The Journal of Atmospheric Chemistry is devoted to the study of the chemistry of the Earth''s atmosphere, the emphasis being laid on the region below about 100 km. The strongly interdisciplinary nature of atmospheric chemistry means that it embraces a great variety of sciences, but the journal concentrates on the following topics:
Observational, interpretative and modelling studies of the composition of air and precipitation and the physiochemical processes in the Earth''s atmosphere, excluding air pollution problems of local importance only.
The role of the atmosphere in biogeochemical cycles; the chemical interaction of the oceans, land surface and biosphere with the atmosphere.
Laboratory studies of the mechanics in homogeneous and heterogeneous transformation processes in the atmosphere.
Descriptions of major advances in instrumentation developed for the measurement of atmospheric composition and chemical properties.