Submitted:
18 September 2024
Posted:
18 September 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Area and PTEs Analysis
2.2. Assessment of the PTEs
3. Results
3.1. Concentration and Ecological Assessment of PTEs
3.2. Health Risk Assessment
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Wang, C.; Zou, X.; Feng, Z.; Hao, Z.; Gao, J. Distribution and transport of heavy metals in estuarine–inner shelf regions of the East China Sea. Sci. Total. Environ. 2018, 644, 298–305. [Google Scholar] [CrossRef] [PubMed]
- Wang, J.; Zheng, Y.; Li, Y.; Wang, Y. Potential risks, source apportionment, and health risk assessment of dissolved heavy metals in Zhoushan fishing ground, China. Mar. Pollut. Bull. 2023, 189, 114751. [Google Scholar] [CrossRef]
- Er-Ramy, N.; Nachite, D.; Anfuso, G.; Williams, A.T. Coastal Scenic Quality Assessment of Moroccan Mediterranean Beaches: A Tool for Proper Management. Water 2022, 14, 1837. [Google Scholar] [CrossRef]
- Chakraborty, P.; Babu, P.R.; Acharyya, T.; Bandyopadhyay, D. Stress and toxicity of biologically important transition metals (Co, Ni, Cu and Zn) on phytoplankton in a tropical freshwater system: An investigation with pigment analysis by HPLC. Chemosphere 2010, 80, 548–553. [Google Scholar] [CrossRef]
- Alzahrani, H.; El-Sorogy, A.S.; Qaysi, S. Assessment of human health risks of toxic elements in coastal area between Al-Khafji and Al-Jubail, Saudi Arabia. Mar. Pollut. Bull. 2023, 196, 115622. [Google Scholar] [CrossRef]
- Pásková, M.; Štekerová, K.; Zanker, M.; Lasisi, T.T.; Zelenka, J. Water pollution generated by tourism: Review of system dynamics models. Heliyon 2024, 10, e23824. [Google Scholar] [CrossRef] [PubMed]
- Azdem, D.; Mabrouki, J.; Moufti, A.; El Hajjaji, S.; Fatni, A. Assessment of heavy metal contamination in seawater in Agadir coastline, Morocco. Desalination Water Treat. 2024, 317. [Google Scholar] [CrossRef]
- El-Sorogy, A.S.; Youssef, M.; Al-Kahtany, K. Integrated assessment of the Tarut Island coast, Arabian Gulf, Saudi Arabia. Environ. Earth Sci. 2016, 75, 1336. [Google Scholar] [CrossRef]
- Al-Kahtany, K.; El-Sorogy, A.S. Heavy metal contamination of surface seawaters in Abu Ali Island, Saudi Arabia. Arab. J. Geosci. 2022, 15, 1–9. [Google Scholar] [CrossRef]
- Kahal, A.Y.; El-Sorogy, A.S.; Qaysi, S.I.; Al-Hashim, M.H.; Al-Dossari, A. Environmental Risk Assessment and Sources of Potentially Toxic Elements in Seawater of Jazan Coastal Area, Saudi Arabia. Water 2023, 15, 3174. [Google Scholar] [CrossRef]
- Alzahrani, H.; El-Sorogy, A.S.; Qaysi, S.; Alshehri, F. Contamination and Risk Assessment of Potentially Toxic Elements in Coastal Sediments of the Area between Al-Jubail and Al-Khafji, Arabian Gulf, Saudi Arabia. Water 2023, 15, 573. [Google Scholar] [CrossRef]
- Wang, W. Interactions of trace metals and different marine food chains. Mar. Ecol. Prog. Ser. 2002, 243, 295–309. [Google Scholar] [CrossRef]
- Alharbi, T.; El-Sorogy, A.S. Spatial distribution and risk assessment of heavy metals pollution in soils of marine origin in central Saudi Arabia. Mar. Pollut. Bull. 2021, 170, 112605. [Google Scholar] [CrossRef] [PubMed]
- Alharbi, T.; El-Sorogy, A.S. Risk Assessment of Potentially Toxic Elements in Agricultural Soils of Al-Ahsa Oasis, Saudi Arabia. Sustainability 2022, 15, 659. [Google Scholar] [CrossRef]
- Anthropogenic Pollution of Aquatic Ecosystems; Springer Nature: Dordrecht, GX, Netherlands, 2021.
- Shafiq, H.B.; Ajaz, M.; Rasool, S.A. Bacterial and toxic pollutants in lakes of River Indus. Pakistan Journal of Botany 2011, 43, 1765–1772. [Google Scholar]
- Jarup, L. Hazards of heavy metal contamination. Br. Med. Bull. 2003, 68, 167–182. [Google Scholar] [CrossRef] [PubMed]
- Jaishankar, M.; Tseten, T.; Anbalagan, N.; Mathew, B.B.; Beeregowda, K.N. Toxicity, mechanism and health effects of some heavy metals. Interdiscip. Toxicol. 2014, 7, 60–72. [Google Scholar] [CrossRef]
- Mondal, P.; Lofrano, G.; Carotenuto, M.; Guida, M.; Trifuoggi, M.; Libralato, G.; Sarkar, S.K. Health Risk and Geochemical Assessment of Trace Elements in Surface Sediment along the Hooghly (Ganges) River Estuary (India). Water 2021, 13, 110. [Google Scholar] [CrossRef]
- Ziko, A.; El-Sorogy, A.S.; Aly, M.; Nour, H. Sea shells as pollution indicators, Red Sea coast, Egypt. Egyptian Journal of Paleontology 2001, 1, 97–113. [Google Scholar]
- El-Sorogy, A.S.; Youssef, M.; Al-Kahtany, K. Evaluation of coastal sediments for heavy metal contamination, Yanbu area, Red Sea coast, Saudi Arabia. Mar. Pollut. Bull. 2021, 163, 111966. [Google Scholar] [CrossRef]
- El-Sorogy, A.S.; Youssef, M.; Al-Hashim, M.H. Water Quality Assessment and Environmental Impact of Heavy Metals in the Red Sea Coastal Seawater of Yanbu, Saudi Arabia. Water 2023, 15, 201. [Google Scholar] [CrossRef]
- Kahal, A.Y.; El-Sorogy, A.S.; Alfaifi, H.J.; Almadani, S.; Ghrefat, H.A. Spatial distribution and ecological risk assessment of the coastal surface sediments from the Red Sea, northwest Saudi Arabia. Mar. Pollut. Bull. 2018, 137, 198–208. [Google Scholar] [CrossRef]
- Youssef, M.; El-Sorogy, A.; Al-Kahtany, K.; Saleh, M. Benthic Foraminifera as Bio-indicators of Coastal Marine Environmental Contamination in the Red Sea-Gulf of Aqaba, Saudi Arabia. Bull. Environ. Contam. Toxicol. 2021, 106, 1033–1043. [Google Scholar] [CrossRef] [PubMed]
- Alharbi, T.; Nour, H.E.; Al-Kahtany, K.; Giacobbe, S.; El-Sorogy, A.S. Sediment’s quality and health risk assessment of heavy metals in the Al-Khafji area of the Arabian Gulf, Saudi Arabia. Environ. Earth Sci. 2023, 82, 1–11. [Google Scholar] [CrossRef]
- Nabhan, A.; Widinly, N.; Memesh, A.; Khorsheed, M.; El-Sorogy, A.S.; Tawfik, M. Sedimentological and Geomorphological Characteristics of Jabal Kudumbul Island, Southeast Red Sea, Saudi Arabia. 39, 1114. [Google Scholar] [CrossRef]
- Shanti, G. Geology of the Arabian Shield; Ministry of Agriculture and Water: Saudi Arabia, 1993. [Google Scholar]
- Hussein, M.T.; Lashin, A.; Al Bassam, A.; Al Arifi, N.; Al Zahrani, I. Geothermal power potential at the western coastal part of Saudi Arabia. Renew. Sustain. Energy Rev. 2013, 26, 668–684. [Google Scholar] [CrossRef]
- El-Sorogy, A.S. Contributions to the Pleistocene coral reefs of the Red Sea coast, Egypt. Arabian Gulf Journal of Scientific Research 2008, 26, 63–85. [Google Scholar]
- El-Sorogy, A.S.; Al Khathlan, M.H. Assessment of potentially toxic elements and health risks of agricultural soil in Southwest Riyadh, Saudi Arabia. Open Chem. 2024, 22. [Google Scholar] [CrossRef]
- Manousi, N.; Zachariadis, G.A. Development and Application of an ICP-AES Method for the Determination of Nutrient and Toxic Elements in Savory Snack Products after Autoclave Dissolution. Separations 2020, 7, 66. [Google Scholar] [CrossRef]
- Håkanson, L. An ecological risk index for aquatic pollution control. A sedimentological approach. Water Res. 1980, 14, 975–1001. [Google Scholar] [CrossRef]
- Reimann, C.; de Caritat, P. Distinguishing between natural and anthropogenic sources for elements in the environment: Regional geochemical surveys versus enrichment factors. Science of The Total Environment 2005, 337, 91–107. [Google Scholar] [CrossRef]
- Weissmannová, H.D.; Pavlovský, J. Indices of soil contamination by heavy metals – methodology of calculation for pollution assessment (minireview). Environ. Monit. Assess. 2017, 189, 616. [Google Scholar] [CrossRef] [PubMed]
- USEPA. Supplemental guidance for developing soil screening levels for Superfund sites, 2002.
- IRIS. Program Database. 2020. Available online: https://cfpub.epa.gov/ncea/iris/search/index.cfm (accessed on 18 September 2020).
- Chen, H.; Wang, L.; Hu, B.; Xu, J.; Liu, X. Potential driving forces and probabilistic health risks of heavy metal accumulation in the soils from an e-waste area, southeast China. Chemosphere 2022, 289, 133182. [Google Scholar] [CrossRef] [PubMed]
- Miletić, A.; Lučić, M.; Onjia, A. Exposure Factors in Health Risk Assessment of Heavy Metal(loid)s in Soil and Sediment. Metals 2023, 13, 1266. [Google Scholar] [CrossRef]
- USEPA. Regional Screening Levels (RSLs)—User’s Guide. 2023. Available online: https://www.epa.gov/risk/regional-screening-levels-rsls-users-guide.
- Turekian, K.; Wedepohl, K. Distribution of the elements in some major units of the Earth’s crust. Geological Society of America Bulletin 1961, 72, 175–192. [Google Scholar] [CrossRef]
- Taylor, S.R. Abundance of chemical elements in the continental crust: a new table. Geochim. Cosmochim. Acta 1964, 28, 1273–1285. [Google Scholar] [CrossRef]
- Al-Kahtany, K.; El-Sorogy, A.S. Contamination and health risk assessment of surface sediments along Ras Abu Ali Island, Saudi Arabia. J. King Saud Univ. - Sci. 2023, 35. [Google Scholar] [CrossRef]
- Al-Hashim, M.H.; El-Sorogy, A.S.; Al Qaisi, S.; Alharbi, T. Contamination and ecological risk of heavy metals in Al-Uqair coastal sediments, Saudi Arabia. Mar. Pollut. Bull. 2021, 171, 112748. [Google Scholar] [CrossRef]
- Alharbi, T.; El-Sorogy, A. Assessment of metal contamination in coastal sediments of Al-Khobar area, Arabian Gulf, Saudi Arabia. J. Afr. Earth Sci. 2017, 129, 458–468. [Google Scholar] [CrossRef]
- Al-Kahtany, K.; Nour, H.E.; El-Sorogy, A.S.; Alharbi, T. Ecological and health risk assessment of heavy metals contamination in mangrove sediments, Red Sea coast. Mar. Pollut. Bull. 2023, 192, 115000. [Google Scholar] [CrossRef]
- El-Sorogy, A.S.; Youssef, M.; Al-Kahtany, K.; Saleh, M.M. Distribution, source, contamination, and ecological risk status of heavy metals in the Red Sea-Gulf of Aqaba coastal sediments, Saudi Arabia. Mar. Pollut. Bull. 2020, 158, 111411. [Google Scholar] [CrossRef]
- Kahal, A.; El-Sorogy, A.S.; Qaysi, S.; Almadani, S.; Kassem, O.M.; Al-Dossari, A. Contamination and ecological risk assessment of the Red Sea coastal sediments, southwest Saudi Arabia. Mar. Pollut. Bull. 2020, 154, 111125. [Google Scholar] [CrossRef] [PubMed]
- Long, E.R.; Macdonald, D.D.; Smith, S.L.; Calder, F.D. Incidence of adverse biological effects within ranges of chemical concentrations in marine and estuarine sediments. Environ. Manag. 1995, 19, 81–97. [Google Scholar] [CrossRef]
- Kowalska, J.B.; Mazurek, R.; Gąsiorek, M.; Zaleski, T. Pollution indices as useful tools for the comprehensive evaluation of the degree of soil contamination–A review. Environ. Geochem. Heal. 2018, 40, 2395–2420. [Google Scholar] [CrossRef] [PubMed]
- Liu, W.-H.; Zhao, J.-Z.; Ouyang, Z.-Y.; Söderlund, L.; Liu, G.-H. Impacts of sewage irrigation on heavy metal distribution and contamination in Beijing, China. Environ. Int. 2005, 31, 805–812. [Google Scholar] [CrossRef]
- Alarifi, S.S.; El-Sorogy, A.S.; Al-Kahtany, K.; Alotaibi, M. Contamination and Environmental Risk Assessment of Potentially Toxic Elements in Soils of Palm Farms in Northwest Riyadh, Saudi Arabia. Sustainability 2022, 14, 15402. [Google Scholar] [CrossRef]
- Ahmad, W.; Zubair, M.; Ahmed, M.; Ahmad, M.; Latif, S.; Hameed, A.; Kanwal, Q.; Iqbal, D.N. Assessment of potentially toxic metal(loid)s contamination in soil near the industrial landfill and impact on human health: an evaluation of risk. Environ. Geochem. Heal. 2023, 45, 4353–4369. [Google Scholar] [CrossRef]
- Khan, I.; Choudhary, B.C.; Izhar, S.; Kumar, D.; Satyanarayanan, M.; Rajput, V.D.; Khan, S. Exploring geochemical distribution of potentially toxic elements (PTEs) in wetland and agricultural soils and associated health risks. Environ. Sci. Pollut. Res. 2023, 31, 17964–17980. [Google Scholar] [CrossRef] [PubMed]
- Stoeser, D.B.; Camp, V.E. *Pan-African microplate accretion of the Arabian Shield*. Geological Society of America Bulletin 1985, 96, 817–826. [Google Scholar] [CrossRef]
- Johnson, P.; Andresen, A.; Collins, A.; Fowler, A.; Fritz, H.; Ghebreab, W.; Kusky, T.; Stern, R. Late Cryogenian–Ediacaran history of the Arabian–Nubian Shield: A review of depositional, plutonic, structural, and tectonic events in the closing stages of the northern East African Orogen. J. Afr. Earth Sci. 2011, 61, 167–232. [Google Scholar] [CrossRef]
- Khaleeq, A.; Ahmed, M.; Huma, R.; Mujtaba, A.; Noor, S.; Rehman, R.; Sheikh, T.A.; Qamar, S.; Iqbal, D.N.; Alharthy, R.D.; et al. Evaluation of trace and heavy metals in different varieties of sauces to characterize their impact on human health. J. Food Compos. Anal. 2022, 114. [Google Scholar] [CrossRef]
- Alarifi, S.S.; El-Sorogy, A.S.; Al-Kahtany, K.; Hazaea, S.A. Contamination and health risk assessment of potentially toxic elements in Al-Ammariah agricultural soil, Saudi Arabia. J. King Saud Univ. - Sci. 2023, 35. [Google Scholar] [CrossRef]
- Tian, S.; Wang, S.; Bai, X.; Zhou, D.; Luo, G.; Yang, Y.; Hu, Z.; Li, C.; Deng, Y.; Lu, Q. Ecological security and health risk assessment of soil heavy metals on a village-level scale, based on different land use types. Environ. Geochem. Heal. 2020, 42, 3393–3413. [Google Scholar] [CrossRef] [PubMed]
- IARC. (1994). Monographs on the evaluation of carcinogenic risks to humans: Some industrial chemicals. Volume 60, 389–433.
- Rahman, M.S.; Kumar, P.; Ullah, M.; Jolly, Y.N.; Akhter, S.; Kabir, J.; Begum, B.A.; Salam, A. Elemental analysis in surface soil and dust of roadside academic institutions in Dhaka city, Bangladesh and their impact on human health. Environ. Chem. Ecotoxicol. 2021, 3, 197–208. [Google Scholar] [CrossRef]
- Alharbi, T.; Al-Kahtany, K.; Nour, H.E.; Giacobbe, S.; El-Sorogy, A.S. Contamination and health risk assessment of arsenic and chromium in coastal sediments of Al-Khobar area, Arabian Gulf, Saudi Arabia. Mar. Pollut. Bull. 2022, 185, 114255. [Google Scholar] [CrossRef] [PubMed]



| References | V | Fe | As | Zn | Cu | Pb | Ni | Cr | |
|---|---|---|---|---|---|---|---|---|---|
| present study | 28.30 | 14259 | 2.66 | 22.74 | 12.41 | 2.46 | 10.63 | 16.81 | |
| [5] | 7.22 | 5197 | 2.38 | 6.18 | 2.44 | 2.57 | 11.76 | 8.68 | |
| [21] | - | 5895 | 6.83 | 80.4 | 35.87 | 7.72 | 23.5 | 27.11 | |
| [40] | 130 | 47200 | 13 | 95 | 45 | 20 | 68 | 90 | |
| [41] | 135 | 56300 | 1.8 | 70 | 55 | 12.5 | 75 | 100 | |
| [42] | 6.67 | 4808 | 14.99 | 6.89 | 4.14 | 3.50 | 13.00 | 7.86 | |
| [43] | - | 8092 | 14.99 | 7.62 | 11.27 | 3.88 | 0.57 | 3.67 | |
| [44] | 268 | 7552 | 1.61 | 52.7 | 183 | 5.4 | 75 | 51.03 | |
| [45] | - | 3022 | - | 5.66 | 0.38 | 2.10 | 1.50 | - | |
| [46] | - | 3374 | 133 | 24 | 30 | 6.60 | 14 | 39 | |
| [47] | - | 2432 | - | 28.5 | 31.6 | 2.3 | 20 | 32.9 | |
| [48] | ERL | - | - | 8.2 | 150 | 34 | 46.7 | 20.9 | 81 |
| ERM | - | - | 70 | 410 | 270 | 218 | 51.6 | 370 | |
| PTEs | Indices | Min. | Max. | Aver. |
|---|---|---|---|---|
| Pb | EF | 0.095 | 1.967 | 0.671 |
| Igeo | -2.708 | -0.629 | -1.988 | |
| CF | 0.050 | 0.400 | 0.123 | |
| Zn | EF | 0.170 | 1.491 | 0.753 |
| Igeo | -2.880 | 0.378 | -1.658 | |
| CF | 0.042 | 1.095 | 0.239 | |
| Cr | EF | 0.448 | 1.311 | 0.688 |
| Igeo | -2.826 | -0.152 | -1.717 | |
| CF | 0.044 | 0.644 | 0.187 | |
| Ni | EF | 0.217 | 0.868 | 0.458 |
| Igeo | -3.239 | 0.057 | -2.128 | |
| CF | 0.029 | 0.794 | 0.156 | |
| Cu | EF | 0.179 | 1.572 | 0.685 |
| Igeo | -6.077 | 0.113 | -3.574 | |
| CF | 0.022 | 1.622 | 0.276 | |
| Fe | Igeo | -5.468 | -0.540 | -2.885 |
| CF | 0.034 | 1.032 | 0.302 | |
| As | EF | 0.245 | 3.301 | 1.123 |
| Igeo | -4.285 | -1.963 | -3.052 | |
| CF | 0.077 | 0.385 | 0.205 | |
| V | EF | 0.217 | 1.111 | 0.701 |
| Igeo | -5.607 | -1.084 | -3.461 | |
| CF | 0.031 | 0.708 | 0.218 |
| As | Cr | Cu | Fe | Ni | Pb | V | Zn | |
|---|---|---|---|---|---|---|---|---|
| As | 1 | |||||||
| Cr | .638** | 1 | ||||||
| Cu | .563** | .936** | 1 | |||||
| Fe | .625** | .988** | .927** | 1 | ||||
| Ni | .621** | .956** | .993** | .942** | 1 | |||
| Pb | .340 | .627** | .761** | .590** | .760** | 1 | ||
| V | .624** | .973** | .860** | .956** | .888** | .545** | 1 | |
| Zn | .620** | .955** | .988** | .944** | .992** | .753** | .904** | 1 |
| PC1 | PC2 | |
|---|---|---|
| As | .666 | -.182 |
| Cr | .981 | -.064 |
| Cu | .975 | .145 |
| Fe | .974 | -.129 |
| Ni | .988 | .118 |
| Pb | .710 | .597 |
| V | .935 | -.151 |
| Zn | .988 | .103 |
| % of Variance | 80.59 | 9.66 |
| Cumulative % | 80.59 | 90.25 |
| PTEs | Adults | ||||
| CDIIng | CDIDerm | HQIng | HQDerm | HI | |
| As | 3.65E-06 | 1.46E-08 | 0.0122 | 4.85E-05 | 0.0122 |
| Cr | 2.30E-05 | 9.19E-08 | 0.0077 | 3.06E-05 | 0.0077 |
| V | 3.88E-05 | 1.55E-07 | 0.0043 | 1.72E-05 | 0.0043 |
| Ni | 4.008E-06 | 1.60E-08 | 0.00019 | 7.99E-07 | 0.00019 |
| Zn | 3.12E-05 | 1.24E-07 | 0.00010 | 4.14E-07 | 0.00010 |
| Pb | 3.37E-06 | 1.35E-08 | 0.00096 | 3.85E-06 | 0.00097 |
| Cu | 1.70E-05 | 6.78E-08 | 0.00046 | 1.72E-05 | 0.00048 |
| Fe | 0.020 | - | 0.0279 | - | 0.0279 |
| PTEs | Children | ||||
| CDIIng | CDIDerm | HQIng | HQDerm | Hi | |
| As | 3.40E-05 | 6.79E-08 | 0.113 | 0.00023 | 0.114 |
| Cr | 0.00021 | 4.29E-07 | 0.072 | 0.00014 | 0.072 |
| V | 0.00036 | 7.22E-07 | 0.040 | 8.02E-05 | 0.040 |
| Ni | 3.74E-05 | 7.46E-08 | 0.0019 | 3.73E-06 | 0.0019 |
| Zn | 0.00029 | 5.80E-07 | 0.00097 | 1.93E-06 | 0.00097 |
| Pb | 3.15E-05 | 6.28E-08 | 0.0090 | 1.79E-05 | 0.0090 |
| Cu | 0.00016 | 3.16E-07 | 0.0043 | 8.02E-05 | 0.0044 |
| Fe | 0.182 | - | 0.260 | - | 0.260 |
| PTEs | Adults | Children | ||||
| CRIng | CRDerm | LCR | CRIng | CRDerm | LCR | |
| As | 5.47E-06 | 2.18E-08 | 5.49E-06 | 5.11E-05 | 1.02E-07 | 5.12E-05 |
| Cr | 1.15E-05 | 4.60E-08 | 1.16E-05 | 0.000107 | 2.14E-07 | 1.08E-04 |
| Pb | 2.87E-08 | - | 2.87E-08 | 2.68E-07 | - | 2.68E-07 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
