Skip to main content
Log in

Temporal and Spatial Variations of Potentially Toxic Elements in PM10 Collected in Jeddah City, Saudi Arabia

  • Published:
Archives of Environmental Contamination and Toxicology Aims and scope Submit manuscript

Abstract

Air pollution causes environmental and health problems around the world. In this study, ambient particulate matter with an aerodynamic diameter equal to or less than 10 microns (PM10) has been collected at three different locations in Jeddah city, Saudi Arabia. The locations are characterized by differences in terms of traffic, residential intensity, industrial, and non-road mobile machinery activities. The monthly and annual mass concentration of the PM10 exceeds the recommended annual limit of the World Health Organization (15 µg/m3) and the European air quality standard (40 µg/m3) at the three locations. The collected PM10 samples as well as a certified reference material of atmospheric particulates (NIST 1678a) were digested in aqua regia using microwave digestion. The quantitative elemental analysis was carried out using inductively coupled plasma mass spectrometry. The variations of the elemental concentration in terms of workdays, weekends, seasons, and annual were determined at the three locations. The spatial and temporal elemental variations were found to be different between the three sites, pointing to local influences that should be further evaluated. The concentration of Cd was found to be high and may cause health problems.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

Availability of Data and Materials

The datasets of the present study are available from the corresponding author on reasonable request.

References

  • Abdul KS, Jayasinghe SS, Chandana EP, Jayasumana C, De Silva PM (2015) Arsenic and human health effects: a review. Environ Toxicol Pharmacol 40:828–846. https://doi.org/10.1016/j.etap.2015.09.016

    Article  CAS  Google Scholar 

  • Aburas HM, Zytoon MA, Abdulsalam MI (2011) Atmospheric lead in PM2.5 after leaded gasoline phase-out in Jeddah city, Saudi Arabia. Clean Soil Air Water 39:711–719. https://doi.org/10.1002/clen.201000510

    Article  CAS  Google Scholar 

  • Al Katheeri E, Al Jallad D, Al Omar M (2012) Assessment of gaseous and particulate pollutants in the ambient air in Al Mirfa city, United Arab Emirates. J Environ Prot 3:640–647. https://doi.org/10.4236/jep.2012.37077

    Article  CAS  Google Scholar 

  • Alghamdi MA (2016) Characteristics and risk assessment of heavy metals in airborne PM10 from a residential area of northern Jeddah city, Saudi Arabia. Pol J Environ Stud 25:939–949. https://doi.org/10.15244/pjoes/61531

    Article  CAS  Google Scholar 

  • Alharbi S, Mills G (2022) Assessment of exposure to flash flooding in an arid environment: a case study of the Jeddah city neighborhood Abruq ar rughamah, Saudi Arabia. In: Sumi T, Kantoush SA, Saber M (eds) Wadi flash floods: challenges and advanced approaches for disaster risk reduction. Springer Singapore, Singapore, pp 383–397

    Chapter  Google Scholar 

  • Al-Jeelani H (2015) Factors affecting PM10 levels in the atmosphere of the industrial area in Jeddah, Saudi Arabia. J King Abdulaziz Univ-Meteorol Environ Arid Land Agric Sci 26:27–35. https://doi.org/10.4197/Met.26-1.3

    Article  Google Scholar 

  • Amin MA, Almalawi DR, Ali SSM, Badawi A, Mersal GAM, Boman J, Shaltout AA (2022) Elemental variability of PM2.5 aerosols in historical and modern areas of Jeddah, Saudi Arabia. Atmosphere 13:2043

    Article  CAS  Google Scholar 

  • Barbieri M (2016) The Importance of enrichment factor (EF) and geoaccumulation index (Igeo) to evaluate the soil contamination. J Geol Geophys 5:1–4. https://doi.org/10.4172/2381-8719.1000237

    Article  Google Scholar 

  • Barceloux DG (1999) Cobalt. J Toxicol Clin Toxicol 37:201–206. https://doi.org/10.1081/clt-100102420

    Article  CAS  Google Scholar 

  • Beck HE, Zimmermann NE, McVicar TR, Vergopolan N, Berg A, Wood EF (2018) Present and future Köppen-Geiger climate classification maps at 1-km resolution. Sci Data 5:180214. https://doi.org/10.1038/sdata.2018.214

    Article  Google Scholar 

  • Bermudez GMA, Jasan R, Plá R, Pignata ML (2012) Heavy metals and trace elements in atmospheric fall-out: their relationship with topsoil and wheat element composition. J Hazard Mater 213–214:447–456. https://doi.org/10.1016/j.jhazmat.2012.02.023

    Article  CAS  Google Scholar 

  • Bernhoft RA (2013) Cadmium toxicity and treatment. Sci World J 2013:394652. https://doi.org/10.1155/2013/394652

    Article  CAS  Google Scholar 

  • Brown KW, Bouhamra W, Lamoureux DP, Evans JS, Koutrakis P (2008) Characterization of particulate matter for three sites in Kuwait. J Air Waste Manage Assoc 58:994–1003. https://doi.org/10.3155/1047-3289.58.8.994

    Article  CAS  Google Scholar 

  • Buat-Menard P, Chesselet R (1979) Variable influence of the atmospheric flux on the trace metal chemistry of oceanic suspended matter. Earth Planet Sci Lett 42:399–411. https://doi.org/10.1016/0012-821X(79)90049-9

    Article  CAS  Google Scholar 

  • EU (2019) Air quality standards, https://ec.europa.eu/environment/air/quality/standards.htm. https://ec.europa.eu/environment/air/quality/standards.htm. Accessed 19 Aug 2019

  • Figueroa DA, Rodriguez-Sierra CJ, Jimenez-Velez BD (2006) Concentrations of Ni and V, other heavy metals, arsenic, elemental and organic carbon in atmospheric fine particles (PM2.5) from Puerto Rico. Toxicol Ind Health 22:87–99. https://doi.org/10.1191/0748233706th247oa

    Article  CAS  Google Scholar 

  • Fuller R, Landrigan PJ, Balakrishnan K, Bathan G, Bose-O’Reilly S, Brauer M, Caravanos J, Chiles T, Cohen A, Corra L, Cropper M, Ferraro G, Hanna J, Hanrahan D, Hu H, Hunter D, Janata G, Kupka R, Lanphear B, Lichtveld M, Martin K, Mustapha A, Sanchez-Triana E, Sandilya K, Schaefli L, Shaw J, Seddon J, Suk W, Téllez-Rojo MM, Yan C (2022) Pollution and health: a progress update. Lancet Planet Health 6:e535–e547. https://doi.org/10.1016/s2542-5196(22)00090-0

    Article  Google Scholar 

  • Furuta N, Iijima A, Kambe A, Sakai K, Sato K (2005) Concentrations, enrichment and predominant sources of Sb and other trace elements in size classified airborne particulate matter collected in Tokyo from 1995 to 2004. J Environ Monit 7:1155–1161. https://doi.org/10.1039/b513988k

    Article  CAS  Google Scholar 

  • Guan Y, Shao C, Ju M (2014) Heavy metal contamination assessment and partition for industrial and mining gathering areas. Int J Environ Res Public Health 11:7286–7303

    Article  CAS  Google Scholar 

  • Habeebullah TM (2014) Modeling particulate matter (PM10) in Makkah, Saudi Arabia—a view point of health impact. J Clean Energy Technol 2:196–200

    Article  Google Scholar 

  • Hallquist M, Munthe J, Hu M, Wang T, Chan CK, Gao J, Boman J, Guo S, Hallquist ÅM, Mellqvist J, Moldanova J, Pathak RK, Pettersson JB, Pleijel H, Simpson D, Thynell M (2016) Photochemical smog in China: scientific challenges and implications for air-quality policies. Natl Sci Rev 3:401–403. https://doi.org/10.1093/nsr/nww080

    Article  CAS  Google Scholar 

  • Harrison RM, Bousiotis D, Mohorjy AM, Alkhalaf AK, Shamy M, Alghamdi M, Khoder M, Costa M (2017) Health risk associated with airborne particulate matter and its components in Jeddah, Saudi Arabia. Sci Total Environ 590–591:531–539. https://doi.org/10.1016/j.scitotenv.2017.02.216

    Article  CAS  Google Scholar 

  • Hussein T, Li X, Al-Dulaimi Q, Daour S, Atashi N, Viana M, Alastuey A, Sogacheva L, Arar S, Al-Hunaiti A, Petäjä T (2020) Particulate matter concentrations in a Middle Eastern city—an insight to sand and dust storm episodes. Aerosol Air Qual Res 20:2780–2792. https://doi.org/10.4209/aaqr.2020.05.0195

    Article  CAS  Google Scholar 

  • Iijima A, Sato K, Fujitani Y, Fujimori E, Saito Y, Tanabe K, Ohara T, Kozawa K, Furuta N (2009) Clarification of the predominant emission sources of antimony in airborne particulate matter and estimation of their effects on the atmosphere in Japan. Environ Chem 6:122–132

    Article  CAS  Google Scholar 

  • Iijima A, Sato K, Ikeda T, Sato H, Kozawa K, Furuta N (2010) Concentration distributions of dissolved Sb (III) and Sb (V) species in size-classified inhalable airborne particulate matter. J Anal At Spectrom 25:356–363

    Article  CAS  Google Scholar 

  • Kadi MW, Ismail I, Ali N, Shaltout AA (2020) Spectroscopic assessment of platinum group elements of PM10 particles sampled in three different areas in Jeddah, Saudi Arabia. Int J Environ Res Public Health 17:3339

    Article  CAS  Google Scholar 

  • Kebe M, Traore A, Manousakas MI, Vasilatou V, Ndao AS, Wague A, Eleftheriadis K (2021) Source apportionment and assessment of air quality index of PM2.5–10 and PM2.5 in at two different sites in urban background area in Senegal. Atmosphere 12:182

    Article  CAS  Google Scholar 

  • Khodeir M, Shamy M, Alghamdi M, Zhong M, Sun H, Costa M, Chen LC, Maciejczyk P (2012) Source apportionment and elemental composition of PM2.5 and PM10 in Jeddah city, Saudi Arabia. Atmos Pollut Res 3:331–340. https://doi.org/10.5094/apr.2012.037

    Article  CAS  Google Scholar 

  • Künzli N, Kaiser R, Medina S, Studnicka M, Chanel O, Filliger P, Herry M, Horak F Jr, Puybonnieux-Texier V, Quénel P, Schneider J, Seethaler R, Vergnaud JC, Sommer H (2000) Public-health impact of outdoor and traffic-related air pollution: a European assessment. Lancet (London, England) 356:795–801. https://doi.org/10.1016/s0140-6736(00)02653-2

    Article  Google Scholar 

  • Lefler JS, Higbee JD, Burnett RT, Ezzati M, Coleman NC, Mann DD, Marshall JD, Bechle M, Wang Y, Robinson AL, Arden Pope C (2019) Air pollution and mortality in a large, representative U.S. cohort: multiple-pollutant analyses, and spatial and temporal decompositions. Environ Health 18:101. https://doi.org/10.1186/s12940-019-0544-9

    Article  CAS  Google Scholar 

  • Lim CC, Thurston GD, Shamy M, Alghamdi M, Khoder M, Mohorjy AM, Alkhalaf AK, Brocato J, Chen LC, Costa M (2018) Temporal variations of fine and coarse particulate matter sources in Jeddah, Saudi Arabia. J Air Waste Manag Assoc 68:123–138. https://doi.org/10.1080/10962247.2017.1344158

    Article  CAS  Google Scholar 

  • Morsy E, Habeebullah TM, Othman A (2021) Assessing the air quality of megacities during the COVID-19 pandemic lockdown: a case study from Makkah city, Saudi Arabia. Arab J Geosci 14:548. https://doi.org/10.1007/s12517-021-06898-7

    Article  CAS  Google Scholar 

  • Nayebare SR, Aburizaiza OS, Siddique A, Carpenter DO, Hussain MM, Zeb J, Aburiziza AJ, Khwaja HA (2018) Ambient air quality in the holy city of Makkah: a source apportionment with elemental enrichment factors (EFs) and factor analysis (PMF). Environ Pollut 243:1791–1801. https://doi.org/10.1016/j.envpol.2018.09.086

    Article  CAS  Google Scholar 

  • Neustadter H, Fordyce J, King R (1976) Elemental composition of airborne particulates and source identification: data analysis techniques. J Air Pollut Control Assoc 26:1079–1084

    Article  CAS  Google Scholar 

  • Pant P, Harrison RM (2013) Estimation of the contribution of road traffic emissions to particulate matter concentrations from field measurements: a review. Atmos Environ 77:78–97. https://doi.org/10.1016/j.atmosenv.2013.04.028

    Article  CAS  Google Scholar 

  • PME PoMaE (2001) General environmental regulations and rules for implementation. In: Environment PoMa (ed), General environmental eegulations and rules for implementation. Presidency of Meteorology and Environment, Kingdom of Saudi Arabia, p. 206

  • Pope CA 3rd, Turner MC, Burnett RT, Jerrett M, Gapstur SM, Diver WR, Krewski D, Brook RD (2015) Relationships between fine particulate air pollution, cardiometabolic disorders, and cardiovascular mortality. Circ Res 116:108–115. https://doi.org/10.1161/CIRCRESAHA.116.305060

    Article  CAS  Google Scholar 

  • Rom WN, Boushey H, Caplan A (2013) Experimental human exposure to air pollutants is essential to understand adverse health effects. Am J Respir Cell Mol Biol 49:691–696. https://doi.org/10.1165/rcmb.2013-0253PS

    Article  CAS  Google Scholar 

  • Shaltout AA, Castilho INB, Welz B, Carasek E, Martens IBG, Martens A, Cozzolino SMF (2011) Method development and optimization for the determination of selenium in bean and soil samples using hydride generation electrothermal atomic absorption spectrometry. Talanta 85:1350–1356

    Article  CAS  Google Scholar 

  • Shaltout AA, Welz B, Castilho INB (2013) Determinations of Sb and Mo in Cairo’s dust using high-resolution continuum source graphite furnace atomic absorption spectrometry and direct solid sample analysis. Atmos Environ 81:18–24

    Article  CAS  Google Scholar 

  • Shaltout AA, Harfouche M, Ahmed SI, Czyzycki M, Karydas AG (2018) Synchrotron radiation total reflection X-ray fluorescence (SR-TXRF) and X-ray absorption near edge structure (XANES) of fractionated air particulates collected from Jeddah, Saudi Arabia. Microchem J 137:78–84

    Article  CAS  Google Scholar 

  • Shaltout AA, Bouslimi J, Besbes H (2020) The challenges of Se quantification in bean samples using line and continuum sources atomic absorption spectrometry. Food Chem 138:127124

    Article  Google Scholar 

  • Shaltout AA, Harfouche M, Hassan FAS, Eichert D (2021) Synchrotron X-ray fluorescence and X-ray absorption near edge structure of low concentration arsenic in ambient air particulates. J Anal At Spectrom 36:981–992. https://doi.org/10.1039/d0ja00504e

    Article  CAS  Google Scholar 

  • Shanker AK, Venkateswarlu B (2011) Chromium: environmental pollution, health effects and mode of action. In: Nriagu JO (ed) Encyclopedia of environmental health. Elsevier, Burlington, pp 650–659

    Chapter  Google Scholar 

  • Wedepohl KH (1995) The composition of the continental crust. Geochim Cosmochim Acta 59:1217–1232. https://doi.org/10.1016/0016-7037(95)00038-2

    Article  CAS  Google Scholar 

  • WHO (2021) WHO global air quality guidelines. Particulate matter (PM2.5 and PM10), ozone, nitrogen dioxide, sulfur dioxide and carbon monoxide, https://www.who.int/publications/i/item/9789240034228.

  • Williams CR, Harrison RM (1984) Cadmium in the atmosphere. Experientia 40:29–36. https://doi.org/10.1007/bf01959099

    Article  CAS  Google Scholar 

  • Xu G, Liu J, Pei S, Kong X, Hu G (2014) Distribution and source of heavy metals in the surface sediments from the near-shore area, north Jiangsu Province, China. Mar Pollut Bull 83:275–281. https://doi.org/10.1016/j.marpolbul.2014.03.041

    Article  CAS  Google Scholar 

Download references

Funding

This work is supported by Researchers Supporting Project number (RSP2023R468), King Saud University, Riyadh, Saudi Arabia.

Author information

Authors and Affiliations

Authors

Contributions

AAS involved in conceptualization, visualization, data curation, software, and writing—original draft. MWK involved in conceptualization, visualization, resources, supervision, review, and editing. OHAE involved in validation, review, and editing. JB involved in software, formal analysis, data curation, and writing—review and editing.

Corresponding author

Correspondence to Abdallah A. Shaltout.

Ethics declarations

Conflict of interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 1223 KB)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Shaltout, A.A., Kadi, M.W., Abd-Elkader, O.H. et al. Temporal and Spatial Variations of Potentially Toxic Elements in PM10 Collected in Jeddah City, Saudi Arabia. Arch Environ Contam Toxicol 85, 451–465 (2023). https://doi.org/10.1007/s00244-023-01026-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00244-023-01026-w

Navigation