Yousef Alsufayan, Shedrack R Nayebare, Omar S Aburizaiza, Azhar Siddique, David O Carpenter, Mirza M Hussain, Jahan Zeb, Abdullah J Aburiziza, Haider A Khwaja
{"title":"沙特阿拉伯麦加PM2.5中水溶性无机离子的季节变化趋势及来源解析","authors":"Yousef Alsufayan, Shedrack R Nayebare, Omar S Aburizaiza, Azhar Siddique, David O Carpenter, Mirza M Hussain, Jahan Zeb, Abdullah J Aburiziza, Haider A Khwaja","doi":"10.1016/j.scitotenv.2025.180152","DOIUrl":null,"url":null,"abstract":"<p><p>Makkah, a major religious hub in Saudi Arabia that hosts millions of pilgrims annually, has experienced rapid urban expansion, intensified traffic, and extensive construction factors that collectively worsen the air quality. This study examined the concentrations and sources of water soluble inorganic ions (WSIIs) in PM₂.₅ collected from five urban sites: Alharam, Ar Rusayfah, Alshoqiyah, Alhajj, and Herra Hospital. The concentrations of average PM₂.₅ were as follows: 109 ± 59.6 μg m<sup>-3</sup>, 75.9 ± 50.5 μg m<sup>-3</sup>, 59.3 ± 39.3 μg m<sup>-3</sup>, 63.2 ± 39.4 μg m<sup>-3</sup>, and 63.6 ± 53.9 μg m<sup>-3</sup> in Alharam, Ar Rusayfah, Alshoqiyah, Alhajj, and Herra Hospital, respectively. These values exceeded the World Health Organization's 24 h guideline (15 μg m<sup>-3</sup>) by factors of approximately 4.0 to 7.3. Seasonal patterns showed that PM₂.₅ loads climbed to a springtime maximum before tapering off to their winter minimum. Across every sampling site, sulfate (SO₄<sup>2-</sup>) emerged as the most abundant ion, followed by ammonium (NH₄<sup>+</sup>) and nitrate (NO₃<sup>-</sup>), collectively accounting for approximately 19 % of PM₂.₅ mass. Strong relationships between NH₄<sup>+</sup>, SO₄<sup>2-</sup>, and NO₃<sup>-</sup> suggested that secondary aerosols were significantly formed, mostly in the form of ammonium nitrate (NH₄NO₃) and ammonium sulfate (NH₄)₂SO₄. The concentrations of WSIIs varied significantly across the five sites, with higher levels observed in urban and high-traffic areas, indicating site-specific emission strengths. Spatially, secondary ions such as SO₄<sup>2-</sup> and NO₃<sup>-</sup> were dominant in densely populated zones, while natural sources influenced the suburban sites. Positive Matrix Factorization (PMF) identified the key sources of emissions, including the combustion of fuel, construction activities, biomass burning, and secondary mineral dust, differing in proportion depending on local activities and meteorological conditions. Elevated levels of water-soluble ions can enhance the hygroscopicity of particles, reduce visibility, and pose substantial health risks. The persistent exceedance of international air quality standards underscores the urgent need for targeted emission-control strategies, especially during the height of the pilgrimage season, to protect the public health and ensure environmental sustainability.</p>","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":"997 ","pages":"180152"},"PeriodicalIF":8.0000,"publicationDate":"2025-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Seasonal trends and source apportionment of water-soluble inorganic ions in PM<sub>2.5</sub> in Makkah, Saudi Arabia.\",\"authors\":\"Yousef Alsufayan, Shedrack R Nayebare, Omar S Aburizaiza, Azhar Siddique, David O Carpenter, Mirza M Hussain, Jahan Zeb, Abdullah J Aburiziza, Haider A Khwaja\",\"doi\":\"10.1016/j.scitotenv.2025.180152\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Makkah, a major religious hub in Saudi Arabia that hosts millions of pilgrims annually, has experienced rapid urban expansion, intensified traffic, and extensive construction factors that collectively worsen the air quality. This study examined the concentrations and sources of water soluble inorganic ions (WSIIs) in PM₂.₅ collected from five urban sites: Alharam, Ar Rusayfah, Alshoqiyah, Alhajj, and Herra Hospital. The concentrations of average PM₂.₅ were as follows: 109 ± 59.6 μg m<sup>-3</sup>, 75.9 ± 50.5 μg m<sup>-3</sup>, 59.3 ± 39.3 μg m<sup>-3</sup>, 63.2 ± 39.4 μg m<sup>-3</sup>, and 63.6 ± 53.9 μg m<sup>-3</sup> in Alharam, Ar Rusayfah, Alshoqiyah, Alhajj, and Herra Hospital, respectively. These values exceeded the World Health Organization's 24 h guideline (15 μg m<sup>-3</sup>) by factors of approximately 4.0 to 7.3. Seasonal patterns showed that PM₂.₅ loads climbed to a springtime maximum before tapering off to their winter minimum. Across every sampling site, sulfate (SO₄<sup>2-</sup>) emerged as the most abundant ion, followed by ammonium (NH₄<sup>+</sup>) and nitrate (NO₃<sup>-</sup>), collectively accounting for approximately 19 % of PM₂.₅ mass. Strong relationships between NH₄<sup>+</sup>, SO₄<sup>2-</sup>, and NO₃<sup>-</sup> suggested that secondary aerosols were significantly formed, mostly in the form of ammonium nitrate (NH₄NO₃) and ammonium sulfate (NH₄)₂SO₄. The concentrations of WSIIs varied significantly across the five sites, with higher levels observed in urban and high-traffic areas, indicating site-specific emission strengths. Spatially, secondary ions such as SO₄<sup>2-</sup> and NO₃<sup>-</sup> were dominant in densely populated zones, while natural sources influenced the suburban sites. Positive Matrix Factorization (PMF) identified the key sources of emissions, including the combustion of fuel, construction activities, biomass burning, and secondary mineral dust, differing in proportion depending on local activities and meteorological conditions. Elevated levels of water-soluble ions can enhance the hygroscopicity of particles, reduce visibility, and pose substantial health risks. The persistent exceedance of international air quality standards underscores the urgent need for targeted emission-control strategies, especially during the height of the pilgrimage season, to protect the public health and ensure environmental sustainability.</p>\",\"PeriodicalId\":422,\"journal\":{\"name\":\"Science of the Total Environment\",\"volume\":\"997 \",\"pages\":\"180152\"},\"PeriodicalIF\":8.0000,\"publicationDate\":\"2025-08-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Science of the Total Environment\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.1016/j.scitotenv.2025.180152\",\"RegionNum\":1,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Science of the Total Environment","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1016/j.scitotenv.2025.180152","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Seasonal trends and source apportionment of water-soluble inorganic ions in PM2.5 in Makkah, Saudi Arabia.
Makkah, a major religious hub in Saudi Arabia that hosts millions of pilgrims annually, has experienced rapid urban expansion, intensified traffic, and extensive construction factors that collectively worsen the air quality. This study examined the concentrations and sources of water soluble inorganic ions (WSIIs) in PM₂.₅ collected from five urban sites: Alharam, Ar Rusayfah, Alshoqiyah, Alhajj, and Herra Hospital. The concentrations of average PM₂.₅ were as follows: 109 ± 59.6 μg m-3, 75.9 ± 50.5 μg m-3, 59.3 ± 39.3 μg m-3, 63.2 ± 39.4 μg m-3, and 63.6 ± 53.9 μg m-3 in Alharam, Ar Rusayfah, Alshoqiyah, Alhajj, and Herra Hospital, respectively. These values exceeded the World Health Organization's 24 h guideline (15 μg m-3) by factors of approximately 4.0 to 7.3. Seasonal patterns showed that PM₂.₅ loads climbed to a springtime maximum before tapering off to their winter minimum. Across every sampling site, sulfate (SO₄2-) emerged as the most abundant ion, followed by ammonium (NH₄+) and nitrate (NO₃-), collectively accounting for approximately 19 % of PM₂.₅ mass. Strong relationships between NH₄+, SO₄2-, and NO₃- suggested that secondary aerosols were significantly formed, mostly in the form of ammonium nitrate (NH₄NO₃) and ammonium sulfate (NH₄)₂SO₄. The concentrations of WSIIs varied significantly across the five sites, with higher levels observed in urban and high-traffic areas, indicating site-specific emission strengths. Spatially, secondary ions such as SO₄2- and NO₃- were dominant in densely populated zones, while natural sources influenced the suburban sites. Positive Matrix Factorization (PMF) identified the key sources of emissions, including the combustion of fuel, construction activities, biomass burning, and secondary mineral dust, differing in proportion depending on local activities and meteorological conditions. Elevated levels of water-soluble ions can enhance the hygroscopicity of particles, reduce visibility, and pose substantial health risks. The persistent exceedance of international air quality standards underscores the urgent need for targeted emission-control strategies, especially during the height of the pilgrimage season, to protect the public health and ensure environmental sustainability.
期刊介绍:
The Science of the Total Environment is an international journal dedicated to scientific research on the environment and its interaction with humanity. It covers a wide range of disciplines and seeks to publish innovative, hypothesis-driven, and impactful research that explores the entire environment, including the atmosphere, lithosphere, hydrosphere, biosphere, and anthroposphere.
The journal's updated Aims & Scope emphasizes the importance of interdisciplinary environmental research with broad impact. Priority is given to studies that advance fundamental understanding and explore the interconnectedness of multiple environmental spheres. Field studies are preferred, while laboratory experiments must demonstrate significant methodological advancements or mechanistic insights with direct relevance to the environment.