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Fatmi B, Hazzab A, Rahmani A, Ghenaim A. Examining temporal trends in heavy metal levels to analyze sediment pollution dynamics in the Saida urban watershed (N-W Algeria). WATER ENVIRONMENT RESEARCH : A RESEARCH PUBLICATION OF THE WATER ENVIRONMENT FEDERATION 2024; 96:e11084. [PMID: 39117585 DOI: 10.1002/wer.11084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Revised: 06/30/2024] [Accepted: 07/07/2024] [Indexed: 08/10/2024]
Abstract
The study focuses on current pollution in the Saïda basin, a semi-arid region in north-western Algeria. By analyzing sediments, the study provides interesting results on urban pollution and its environmental impact. The research consists of two main phases, each addressing different aspects of pollution. In the first phase, different pollution indicators are used to analyze heavy metals and organic pollutants in urban drainage sediments. The results are compared with sediment quality guidelines, regulatory thresholds, and local and international references. Most of the metallic contaminants exceed the toxicity levels established by the continental crust and sediment quality guidelines, suggesting an anthropogenic origin. In addition, contamination indices show significant accumulation. In this context, the results highlight the importance of accumulation and transport processes in urban sediments. Hydrological parameters significantly influence heavy metal distribution mechanisms. Remarkable variations between copper (Cu) and lead (Pb) suggest a combined or singular source during transport. Conversely, chromium (Cr), nickel (Ni), and iron (Fe) are mainly derived from natural lithological sources. Cadmium (Cd) is associated with anthropogenic sources related to the agricultural use of phosphate fertilizers, whereas zinc (Zn) is mainly derived from physical corrosion processes. In the second phase, a combined descriptive and multivariate statistical analysis examines the mobility and distribution of heavy metals and their relationships with organic matter (OM) over time. Pronounced temporal variations in Cd, Zn, and Cu concentrations are attributed to human activities. Strong correlations exist between OM and cobalt (Co), Cu and Pb, confirming the ability of OM to adsorb these metals under specific geochemical conditions associated with waste disposal. Conversely, Zn, Cd, Cr, and Ni show weak or negative correlations with OM, suggesting diverse sources, including potential agricultural, industrial, and natural origins. The dendrogram confirms the existence of previously identified contaminant groups, suggesting common sources and potential co-occurrence patterns. This analysis highlights the role of the drainage network as a physico-chemical reactor in the mobilization of contaminants. It underlines the importance of sediment interactions in urban pollution processes. Finally, recommendations are proposed to ensure effective pollution control and remediation. PRACTITIONER POINTS: Useful information on pollution and its environmental impact is provided by the analysis of sediments in the urban basin of Saida (NW-Algeria). The results of this study indicate high levels of heavy metals in the sediments, in excess of toxicity limits, and evidence of anthropogenic sources. Temporal variations in metal concentrations indicate the influence of human activities. The study has made it possible to identify the sources, to understand the mobility and distribution, and to control the contamination by heavy metals in the urban sediments. Drainage system serves as a pathway for dispersing contaminants.
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Affiliation(s)
- Belaid Fatmi
- Modelling and Computational Methods Laboratory, Saida University Dr. Tahar Moulay, Saida, Algeria
- Algerian National Organism for the Technical Control of Hydraulic Constructions (CTH), Tlemcen, Algeria
| | - Abdelkrim Hazzab
- Modelling and Computational Methods Laboratory, Saida University Dr. Tahar Moulay, Saida, Algeria
| | - Asmaa Rahmani
- Modelling and Computational Methods Laboratory, Saida University Dr. Tahar Moulay, Saida, Algeria
| | - Abdellah Ghenaim
- Laboratory of Mechanics and Environment ICUBE/INSA, National Institute of the Applied Sciences, Strasbourg, France
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Yao X, Wang Z, Li D, Sun H, Ren C, Yu Y, Pei F, Li Y. Distribution, mobilization, risk assessment and source identification of heavy metals and nutrients in surface sediments of three urban-rural rivers after long-term water pollution treatment. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 932:172894. [PMID: 38697538 DOI: 10.1016/j.scitotenv.2024.172894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 04/20/2024] [Accepted: 04/28/2024] [Indexed: 05/05/2024]
Abstract
Sediments are critical pollution carriers in urban-rural rivers, which can threaten the water quality of the river and downstream lakes for a long time. However, it is still not clear whether conventional water pollution treatments could abate sediment pollution or not. In this study, heavy metals (HMs) and nutrient salts in the surface sediments and overlying water were investigated after decades' water pollution treatment in three urban-rural rivers. HM speciation was determined by the sequential extraction; diffusion fluxes were estimated using Fick's first law; HM ecological risk and nutrient pollution were evaluated; and pollution sources were identified by statistical analysis and GIS. The results showed that the HMs and nutrients were extremely serious in the urban regions. The accumulation level of Pb, Cu and Cd in the sediments of the three rivers were all much higher than the soil background value, and the labile fractions accounted for high proportions (57 % for Pb, 55 % for Cu and 43 % for Cd), which could be easily eluate from the sediments and caused hazards to the aquatic environment. The sediment diffusion fluxes of HMs and ammonia nitrogen were mostly positive, which indicated these sites currently released these pollutants from sediment to overlying water. Cd, Pb, Cu and Cr may mainly originate from industrial discharge and domestic sewage, while Cr was also greatly affected by crustal weathering; nutrient pollution may originate from agricultural activities and domestic sewage. Our study demonstrated that after decades' conventional water treatment in these rivers, the sediment pollution was still in a serious level with high ecological risk, and Cd was the dominant pollutant. At present, the external point source pollution has been effectively controlled, thus, the in-depth understanding of the sediment pollution characteristics after long-term water treatment could provide a scientific basis for the accurate elimination of river pollution.
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Affiliation(s)
- Xu Yao
- College of Forestry, Hebei Agricultural University, Baoding, Hebei Province, China; Hebei Urban Forest Health Technology Innovation Center, Baoding, Hebei Province, China
| | - Zheng Wang
- College of Forestry, Hebei Agricultural University, Baoding, Hebei Province, China; Hebei Urban Forest Health Technology Innovation Center, Baoding, Hebei Province, China.
| | - Dandan Li
- College of Forestry, Hebei Agricultural University, Baoding, Hebei Province, China; Hebei Urban Forest Health Technology Innovation Center, Baoding, Hebei Province, China
| | - Hejia Sun
- College of Forestry, Hebei Agricultural University, Baoding, Hebei Province, China
| | - Chong Ren
- College of Forestry, Hebei Agricultural University, Baoding, Hebei Province, China
| | - Yilei Yu
- Institute of Xiong'an Innovation, Chinese Academy of Sciences, Xiong'an, Hebei Province, China
| | - Feifei Pei
- School of Life Sciences, Hebei University, Baoding, Hebei Province, China
| | - Yuling Li
- College of Forestry, Hebei Agricultural University, Baoding, Hebei Province, China.
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He F, Luo X, Heman A, Chen Z, Jia J. Anthropogenic perturbations on heavy metals transport in sediments in a river-dominated estuary (Modaomen, China) during 2003-2021. MARINE POLLUTION BULLETIN 2024; 199:115970. [PMID: 38171160 DOI: 10.1016/j.marpolbul.2023.115970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Revised: 12/09/2023] [Accepted: 12/21/2023] [Indexed: 01/05/2024]
Abstract
Heavy metal pollutants in sediment greatly impact the estuarine environment and ecosystems, increasingly influenced by anthropogenic perturbations. Here, we examined the surface sediments of the Modaomen estuary in 2003, 2015, and 2021 to understand how human-induced changes influence the fate of heavy metals in the estuary's sediments. The potential ecological risk index (RI) suggests Cd should be the priority pollutant for environmental pollution control due to its high toxicity coefficient. In each sampling period, two main sources were identified through normalized heavy metals and PCA-MLR: natural and mixed anthropogenic sources (agricultural, industrial, and traffic activities), reflecting an increase in heavy metals pollution, later mitigated by successful environmental protection measures. Moreover, anthropogenic activities have not only impacted the sources discharge of heavy metals but have also influenced their spatial and temporal distribution through factors such as land reclamation, leading to sediment coarsening and reduced heavy metal content in specific areas.
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Affiliation(s)
- Fangting He
- State Key Laboratory of Estuarine and Coastal Research, School of Marine Sciences, East China Normal University, Shanghai 200241, China
| | - Xiangxin Luo
- Institute of Estuarine and Coastal Research/State and Local Joint Engineering Laboratory of Estuarine Hydraulic Technology, School of Ocean Engineering and Technology, Sun Yat-sen University, Guangzhou 510275, China.
| | - Ali Heman
- Institute of Estuarine and Coastal Research/State and Local Joint Engineering Laboratory of Estuarine Hydraulic Technology, School of Ocean Engineering and Technology, Sun Yat-sen University, Guangzhou 510275, China
| | - Zhenkai Chen
- Institute of Estuarine and Coastal Research/State and Local Joint Engineering Laboratory of Estuarine Hydraulic Technology, School of Ocean Engineering and Technology, Sun Yat-sen University, Guangzhou 510275, China
| | - Jianjun Jia
- State Key Laboratory of Estuarine and Coastal Research, School of Marine Sciences, East China Normal University, Shanghai 200241, China.
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de Carvalho Vicente M, Trevisan CL, de Carvalho ACB, de Oliveira BCV, de Rezende CE, Machado WV, Wasserman JC. Geochemical fractionation of trace metals and ecological risk assessment of surface sediments in Sepetiba Bay, Brazil. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:14254-14269. [PMID: 38273087 DOI: 10.1007/s11356-024-32095-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 01/16/2024] [Indexed: 01/27/2024]
Abstract
The Sepetiba Bay (Southeast Brazil) is a known Cd- and Zn-contaminated site that received spills of a large slag pile leachate from a Zn smelter. With important harbors, Sepetiba Bay demands periodic dredging operations which affect the mobility of the metals. The main goal of this work was to assess metal mobility in sediments and its associated toxicity in a fictive dredging area, to evaluate the risks of the operation. To achieve this goal, 18 superficial sediment samples were collected and characterized for pH and Eh. Sediments were analyzed for grain size, organic carbon, and total nitrogen, and metal mobility was evaluated with a sequential extraction procedure, proposed by the European Community Bureau of Reference (BCR). The results demonstrate that Cd and Zn are mainly associated with the exchangeable fraction (mean concentrations 1.4 mg kg-1 and 149.4 mg kg-1, respectively) and reducible fractions (mean concentrations 0.3 mg kg-1 and 65.5 mg kg-1, respectively), while Fe, Cr, Cu, Ni, and Al were associated with the residual fraction. Metals in the residual fraction are probably associated with the mineral lattice of the sediment and should not represent an environmental risk for the biota. The application of the enrichment factor and three risk assessment indexes (Risk Assessment Code, Risky Pollution Index, and Bioavailability Risk Assessment Index) show that the sediments are considerably enriched in metals that constitute a relevant risk for the sediment biota. In the case of dredging operations, Cd and Zn should be released to the overlying waters and be available to organisms, threatening the whole ecosystem. The proposed approach was shown to be much more precise than what is frequently presented in the Environmental Impact Assessments that only consider the threshold limits of the legislation.
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Affiliation(s)
- Murilo de Carvalho Vicente
- Programa de Pós-Graduação em Geoquímica Ambiental, Universidade Federal Fluminense, Outeiro de São João Batista s/n, Campus do Valonguinho, Niterói, RJ, 24020-141, Brazil
| | - Cleuza Leatriz Trevisan
- Programa de Pós-Graduação em Geoquímica Ambiental, Universidade Federal Fluminense, Outeiro de São João Batista s/n, Campus do Valonguinho, Niterói, RJ, 24020-141, Brazil
| | - Angelo Cezar Borges de Carvalho
- Programa de Pós-Graduação em Geoquímica Ambiental, Universidade Federal Fluminense, Outeiro de São João Batista s/n, Campus do Valonguinho, Niterói, RJ, 24020-141, Brazil
- Departamento de Ciências Ambientais, Universidade Federal de São Paulo, Rua São Nicolau 210, Diadema, SP, 09913030, Brazil
| | - Braulio Cherene Vaz de Oliveira
- Laboratório de Ciências Ambientais - LCA, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Av. Alberto Lamego, 2000 - Parque Califórnia, Campos dos Goytacazes, RJ, CEP 28013-602, Brazil
| | - Carlos Eduardo de Rezende
- Laboratório de Ciências Ambientais - LCA, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Av. Alberto Lamego, 2000 - Parque Califórnia, Campos dos Goytacazes, RJ, CEP 28013-602, Brazil
| | - Wilson Valle Machado
- Programa de Pós-Graduação em Geoquímica Ambiental, Universidade Federal Fluminense, Outeiro de São João Batista s/n, Campus do Valonguinho, Niterói, RJ, 24020-141, Brazil
| | - Julio Cesar Wasserman
- Programa de Pós-Graduação em Geoquímica Ambiental, Universidade Federal Fluminense, Outeiro de São João Batista s/n, Campus do Valonguinho, Niterói, RJ, 24020-141, Brazil.
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Sun H, Zheng Z, Chen S, Cao J, Guo M, Han Y. Source apportionment of heavy metals and their effects on the species diversity of plant communities in the Caizi Lake wetland, China. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:60854-60867. [PMID: 37041355 DOI: 10.1007/s11356-023-26815-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 03/31/2023] [Indexed: 05/10/2023]
Abstract
This study investigated the effects of heavy metals on the species diversity of the Xinjian Dyke Wetland, an ecosystem where reclaimed farmlands are being transformed back into wetlands through the introduction of indigenous plants. The sources of soil heavy metals were analyzed, and correlation analyses were conducted to assess the relationships between heavy metal content and biodiversity indices. The results indicated that (1) the mean contents of Hg, Cd, Cu, Zn, As, Cr, and Pb were higher than the control values, with the content of Hg, Cd, Cu, and Zn exceeding the national standard; (2) the soil heavy metals mainly came from pesticides, chemical fertilizer, transportation, sewage irrigation, and the soil matrix; and (3) Hg and As were not significantly correlated with the diversity indices, but there was a highly positive correlation for Cu, Cr, and Pb, and a significant negative correlation for Zn and Cd. Collectively, our findings indicated that heavy metals have different effects on the plant species diversity inXinjian Dyke reconstruction area. The ecological restoration of wetlands from reclaimed farmlands should reasonably increase tolerant species and maximize the ecological niche differentiation of the species. Moreover, functionally redundant species should not be planted.
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Affiliation(s)
- Huiqun Sun
- College of Resources and Environment, Anqing Normal University, Anhui, 246011, People's Republic of China
- Key Laboratory of Aqueous Environment Protection and Pollution Control of Yangtze River of Anhui Provincial Education Department, Anqing, Anhui, 246011, People's Republic of China
| | - Zhangying Zheng
- College of Resources and Environment, Anqing Normal University, Anhui, 246011, People's Republic of China
| | - Shuqin Chen
- College of Resources and Environment, Anqing Normal University, Anhui, 246011, People's Republic of China
| | - Jingjing Cao
- College of Resources and Environment, Anqing Normal University, Anhui, 246011, People's Republic of China
| | - Mengxin Guo
- College of Resources and Environment, Anqing Normal University, Anhui, 246011, People's Republic of China
| | - Yi Han
- College of Resources and Environment, Anqing Normal University, Anhui, 246011, People's Republic of China.
- Key Laboratory of Aqueous Environment Protection and Pollution Control of Yangtze River of Anhui Provincial Education Department, Anqing, Anhui, 246011, People's Republic of China.
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Tumuklu A, Sunkari ED, Yalcin F, Ozer Atakoglu O. Data analysis of the Gumusler Dam Lake Reservoir soils using multivariate statistical methods (Nigde, Türkiye). INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY 2023; 20:5391-5404. [DOI: 10.1007/s13762-022-04519-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 08/23/2022] [Accepted: 08/26/2022] [Indexed: 06/23/2023]
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Döndü M, Özdemir N, Demirak A, Keskin F, Zeynalova N. Bioaccumulation and human health risk assessment of some heavy metals in sediments, Sparus aurata and Salicornia europaea in Güllük Lagoon, the south of Aegean Sea. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:18227-18243. [PMID: 36208380 DOI: 10.1007/s11356-022-23463-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 09/30/2022] [Indexed: 06/16/2023]
Abstract
In the current study, it was aimed to determine the sediment in Sparus aurata (Linnaeus 1758) tissues and Salicornia europaea L. Cu, Zn Fe, Hg, Cd, Pb and Mn concentration distributions in Güllük Lagoon which is located in the south of Aegean Sea and under the influence of anthropogenic activities by means of metal pollution and health indices and to investigate the effects of these metals on public health. The concentration range of Cu, Zn, Fe, Hg, Cd, Pb and Mn in sediment samples was determined as 12.16-26.00, 1.62-2.03, 7.77-8.36, 7.52-16.15, 0.071-0.40, 7.99-13.74 and 12.11-12.63 mg kg-1, respectively. Cu and Hg concentrations in sediment were found to be higher than sediment quality guidelines standards. In addition, according to the enrichment factor (EF), Hg, Cd and Cu were found to show above moderate enrichment. Cu, Zn, Fe, Hg, Cd and Mn concentrations in S. aurata muscle tissue were 1.31 ± 2.30, 1.01 ± 0.24, 3.43 ± 0.75, 2.79 ± 0.85, 0.01 ± 0.01 and 1.80 ± 1.12 mg kg-1, respectively. S. europaea heavy metals (HMs) concentrations were determined as Cu = 10.97 ± 3.20, Zn = 0.74 ± 0.62, Fe = 5.69 ± 0.22, Hg = 9.62 ± 8.84, Cd = 0.53 ± 0.33, Pb = 0.22 ± 0.26 and Mn = 8.61 ± 0.14 mg kg-1. It was seen that Hg in S. aurata muscle tissue and Hg in S. europaea concentrations exceeded the limit values determined for consumption purposes. Target hazard quotient (THQ) and total target hazard quotient (TTHQ) values were found to be < 1 for S. aurata and S. europaea. When all these results were considered, it was determined that the metals that could pose a potential ecological and health risk were Hg, Cd and Cu in the study area.
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Affiliation(s)
- Mustafa Döndü
- Department of Aquatic Sciences, Faculty of Fisheries, Mugla Sitki Kocman University, Mugla, 48000, Turkey.
| | - Nedim Özdemir
- Department of Aquatic Sciences, Faculty of Fisheries, Mugla Sitki Kocman University, Mugla, 48000, Turkey
| | - Ahmet Demirak
- Department of Chemistry, Faculty of Science, Mugla Sitki Kocman University, Mugla, 48000, Turkey
| | - Feyyaz Keskin
- Environmental Problems Research and Application Center, Mugla Sitki Kocman University, Mugla, 48000, Turkey
| | - Nigar Zeynalova
- Department of Chemistry, Faculty of Science, Mugla Sitki Kocman University, Mugla, 48000, Turkey
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Sun Y, Yang J, Gong J, Duan Z. Contamination and source of metals in surface sediments from the Nandu River of Hainan Island, China. MARINE POLLUTION BULLETIN 2022; 182:114037. [PMID: 35969904 DOI: 10.1016/j.marpolbul.2022.114037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 08/02/2022] [Accepted: 08/07/2022] [Indexed: 06/15/2023]
Abstract
Concentrations of eight metals, organic carbon (Corg), and eight oxides were measured in 33 river sediment samples from the Nandu River. Sediment quality guidelines (SQGs) showed no severe pollution at all stations. However, according to the geo-accumulation index (Igeo), enrichment factor (EF), and potential ecological risk index (EI and RI), As and Cd were the primary pollutants in the survey area and caused low to moderate potential ecological risk. The positive correlations between Al2O3, TFe2O3, Mn, Corg, and metals indicated that clay, FeMn oxides, and organic carbon content were the main factors for metal accumulation in the study area. From the results of correlation (CA) and principal component analysis (PCA), we inferred that Cr, Ni, Cu, and Zn were mainly from natural sources, while As, Cd, Hg, and Pb were from anthropogenic activities in the Nandu River basin. This was the first study of metal pollution in the surface sediments of the Nandu River, which will serve as a reference for future research.
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Affiliation(s)
- Yanling Sun
- School of Earth Sciences, China University of Geoscience, Wuhan 430074, PR China
| | - Jianzhou Yang
- Institute of Geophysical and Geochemical Exploration, Chinese Academy of Geological Sciences, Langfang 065000, PR China; Key Laboratory of Geochemical Exploration Technology, Ministry of Natural Resources, Langfang 065000, PR China.
| | - Jingjing Gong
- Institute of Geophysical and Geochemical Exploration, Chinese Academy of Geological Sciences, Langfang 065000, PR China; Key Laboratory of Geochemical Exploration Technology, Ministry of Natural Resources, Langfang 065000, PR China
| | - Zhuang Duan
- Institute of Geophysical and Geochemical Exploration, Chinese Academy of Geological Sciences, Langfang 065000, PR China; Key Laboratory of Geochemical Exploration Technology, Ministry of Natural Resources, Langfang 065000, PR China
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Potential Sources of Heavy Metals in Sediments of an Urban‒Agricultural Watershed and Relationship with Land Use Using a Statistical Approach. SUSTAINABILITY 2022. [DOI: 10.3390/su14159444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study verified pollution levels through evaluation of the Sediment Quality Guidelines (SQGs), pollution load index (PLI), and potential ecological risk index (PERI) by analyzing the concentrations of heavy metals in sediments of an urban‒agricultural watershed in the Yeongsan River basin, South Korea. Statistical analyses were performed to determine the relationships between pollution levels and land use, and potential sources of pollution were identified. For spatial distributions, Pb, Zn, Cu, Cd, and Hg concentrations were highest at mid-upstream, but As, Cr, and Ni concentrations were similar at most sites. The polluted sites, which showed the potential toxicity toward benthic organisms in comparison to SQGs, were most frequently observed at mid-upstream. Moreover, PLI and PERI evaluations also confirmed levels of high anthropogenic pollution and the potential ecological risk at mid-upstream. The mid-upstream sites with high heavy metal pollutions showed high correlations with urban land use, which showed the highest distribution, implying a close relationship with anthropogenic impacts such as high population density and industrial complexes. Statistical analyses also confirmed that high heavy metal concentrations in the mid-upstream were closely related to urban land use. These findings suggest that urban areas are highly likely to cause anthropogenic heavy metal pollution in sediments as point or non-point sources such as domestic sewage and industrial wastewater flow into rivers.
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Ranking of Basin-Scale Factors Affecting Metal Concentrations in River Sediment. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12062805] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
River sediments often contain potentially harmful pollutants such as metals. Much research has been conducted to identify factors involved in sediment concentrations of metals. While most metal pollution studies focus on smaller scales, it has been shown that basin-scale parameters are powerful predictors of river water quality. The present study focused on basin-scale factors of metal concentrations in river sediments. The study was performed on the contiguous USA using Random Forest (R.F.) to analyze the importance of different factors of the metal pollution potential of river sediments and evaluate the possibility of assessing this potential from basin characteristics. Results indicated that the most important factors belonged to the groups Geology, Dams, and Land cover. Rock characteristics (contents of K2O, CaO, and SiO2) and reservoir drainage area were strong factors. Vegetation indices were more important than land cover types. The response of different metals to basin-scale factors varied greatly. The R.F. models performed well with prediction errors of 16.5% to 28.1%, showing that basin-scale parameters hold sufficient information for predicting potential metal concentrations. The results contribute to research and policymaking dependent on understanding large-scale factors of metal pollution.
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Chen Y, Shi Q, Qu J, He M, liu Q. A pollution risk assessment and source analysis of heavy metals in sediments: A case study of Lake Gehu, China. CHINESE JOURNAL OF ANALYTICAL CHEMISTRY 2022. [DOI: 10.1016/j.cjac.2022.100077] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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