F. P. Chee, M. C.-G. Ooi, Y. J. Wong, J. Sentian, J. Dayou, M. T. Latif, J. H.-W. Chang
{"title":"利用后向轨迹模型和生成添加模型模拟气候变量对马来西亚地面臭氧的影响","authors":"F. P. Chee, M. C.-G. Ooi, Y. J. Wong, J. Sentian, J. Dayou, M. T. Latif, J. H.-W. Chang","doi":"10.1007/s13762-024-06036-2","DOIUrl":null,"url":null,"abstract":"<p>Climate change has a recognized global effect on ozone concentration, yet its impact varies across regions and countries. Local studies are imperative for precisely evaluating the accurate, robust, and up-to-date relationship between climatic variables and ozone concentration at regional scale. In this work, we elucidate the spatiotemporal and seasonal variability of ground-level ozone (O<sub>3</sub>) in Malaysia using backward trajectory and Generative Additive Model. Concentrations of O<sub>3</sub> and other air pollutants (NO<sub>2</sub>, CO, SO<sub>2</sub> and PM<sub>2.5</sub>) from a total of 43 air quality stations across the country from 2107 to 2020 have been analyzed along with the meteorological auxiliary data. Ozone pollution is susceptible in the Central, Northern and Southern of Peninsular Malaysia, and occurs at different times subject to the monsoon variability. In the Central zone, 60% of days during March and April had unhealthy ozone levels with a maximum daily averaged O<sub>3</sub> 73.5 ± 9.3 ppb. The backward trajectory analysis indicates that ozone pollution in the Central zone is strongly affected by northeasterly transboundary air pollution from Indochina and East China. The Generative Additive Model analysis highlights O<sub>3</sub> variability in the Central zone is possibly modulated by stratospheric air intrusion and PM<sub>2.5</sub> inhibitory effect that suppressed surface solar radiation and weakened O<sub>3</sub> production. Overall, the work advances the understanding of O<sub>3</sub> variability in Malaysia, provides valuable insights into complex interplay between O<sub>3</sub> concentrations and climatic variables, and offers a framework for future research in air quality modeling.</p>","PeriodicalId":589,"journal":{"name":"International Journal of Environmental Science and Technology","volume":"4 1","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2024-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Modelling climatic variable impacts on ground-level ozone in Malaysia using backward trajectory and Generative Additive Models\",\"authors\":\"F. P. Chee, M. C.-G. Ooi, Y. J. Wong, J. Sentian, J. Dayou, M. T. Latif, J. H.-W. Chang\",\"doi\":\"10.1007/s13762-024-06036-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Climate change has a recognized global effect on ozone concentration, yet its impact varies across regions and countries. Local studies are imperative for precisely evaluating the accurate, robust, and up-to-date relationship between climatic variables and ozone concentration at regional scale. In this work, we elucidate the spatiotemporal and seasonal variability of ground-level ozone (O<sub>3</sub>) in Malaysia using backward trajectory and Generative Additive Model. Concentrations of O<sub>3</sub> and other air pollutants (NO<sub>2</sub>, CO, SO<sub>2</sub> and PM<sub>2.5</sub>) from a total of 43 air quality stations across the country from 2107 to 2020 have been analyzed along with the meteorological auxiliary data. Ozone pollution is susceptible in the Central, Northern and Southern of Peninsular Malaysia, and occurs at different times subject to the monsoon variability. In the Central zone, 60% of days during March and April had unhealthy ozone levels with a maximum daily averaged O<sub>3</sub> 73.5 ± 9.3 ppb. The backward trajectory analysis indicates that ozone pollution in the Central zone is strongly affected by northeasterly transboundary air pollution from Indochina and East China. The Generative Additive Model analysis highlights O<sub>3</sub> variability in the Central zone is possibly modulated by stratospheric air intrusion and PM<sub>2.5</sub> inhibitory effect that suppressed surface solar radiation and weakened O<sub>3</sub> production. Overall, the work advances the understanding of O<sub>3</sub> variability in Malaysia, provides valuable insights into complex interplay between O<sub>3</sub> concentrations and climatic variables, and offers a framework for future research in air quality modeling.</p>\",\"PeriodicalId\":589,\"journal\":{\"name\":\"International Journal of Environmental Science and Technology\",\"volume\":\"4 1\",\"pages\":\"\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2024-09-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Environmental Science and Technology\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.1007/s13762-024-06036-2\",\"RegionNum\":4,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Environmental Science and Technology","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1007/s13762-024-06036-2","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Modelling climatic variable impacts on ground-level ozone in Malaysia using backward trajectory and Generative Additive Models
Climate change has a recognized global effect on ozone concentration, yet its impact varies across regions and countries. Local studies are imperative for precisely evaluating the accurate, robust, and up-to-date relationship between climatic variables and ozone concentration at regional scale. In this work, we elucidate the spatiotemporal and seasonal variability of ground-level ozone (O3) in Malaysia using backward trajectory and Generative Additive Model. Concentrations of O3 and other air pollutants (NO2, CO, SO2 and PM2.5) from a total of 43 air quality stations across the country from 2107 to 2020 have been analyzed along with the meteorological auxiliary data. Ozone pollution is susceptible in the Central, Northern and Southern of Peninsular Malaysia, and occurs at different times subject to the monsoon variability. In the Central zone, 60% of days during March and April had unhealthy ozone levels with a maximum daily averaged O3 73.5 ± 9.3 ppb. The backward trajectory analysis indicates that ozone pollution in the Central zone is strongly affected by northeasterly transboundary air pollution from Indochina and East China. The Generative Additive Model analysis highlights O3 variability in the Central zone is possibly modulated by stratospheric air intrusion and PM2.5 inhibitory effect that suppressed surface solar radiation and weakened O3 production. Overall, the work advances the understanding of O3 variability in Malaysia, provides valuable insights into complex interplay between O3 concentrations and climatic variables, and offers a framework for future research in air quality modeling.
期刊介绍:
International Journal of Environmental Science and Technology (IJEST) is an international scholarly refereed research journal which aims to promote the theory and practice of environmental science and technology, innovation, engineering and management.
A broad outline of the journal''s scope includes: peer reviewed original research articles, case and technical reports, reviews and analyses papers, short communications and notes to the editor, in interdisciplinary information on the practice and status of research in environmental science and technology, both natural and man made.
The main aspects of research areas include, but are not exclusive to; environmental chemistry and biology, environments pollution control and abatement technology, transport and fate of pollutants in the environment, concentrations and dispersion of wastes in air, water, and soil, point and non-point sources pollution, heavy metals and organic compounds in the environment, atmospheric pollutants and trace gases, solid and hazardous waste management; soil biodegradation and bioremediation of contaminated sites; environmental impact assessment, industrial ecology, ecological and human risk assessment; improved energy management and auditing efficiency and environmental standards and criteria.