Monitoring and assessment of heavy metal contamination in surface water of selected rivers

References

• Aktan N, Tekin-Özan S. 2012. Levels of some heavy metals in water and tissues of chub mackerel (Scomber japonicus) compared with physico-chemical parameters, seasons and size of the fish. J Anim Plant Sci. 22(3):605–613.
   Web of Science ®Google Scholar
• Alam M, Dafader N, Sultana S, Rahman N, Taheri T. 2017. Physico-chemical analysis of the bottled drinking water available in the Dhaka city of Bangladesh. J Mater Environ Sci. 8:2076–2083.
   Google Scholar
• Alberto WD, del Pilar DM, Valeria AM, Fabiana PS, Cecilia HA, de Los Ángeles BM. 2001. Pattern recognition techniques for the evaluation of spatial and temporal variations in water quality. a case study: Suquı́a River Basin (Córdoba–Argentina). Water Res. 35(12):2881–2894. doi: 10.1016/s0043-1354(00)00592-3.
   PubMed Web of Science ®Google Scholar
• Astel A, Tsakovski S, Barbieri P, Simeonov V. 2007. Comparison of self-organizing maps classification approach with cluster and principal components analysis for large environmental data sets. Water Res. 41(19):4566–4578. doi: 10.1016/j.watres.2007.06.030.
   PubMed Web of Science ®Google Scholar
• Bilgin A, Konanç MU. 2016. Evaluation of surface water quality and heavy metal pollution of Coruh River Basin (Turkey) by multivariate statistical methods. Environ Earth Sci. 75(12):1–18. doi: 10.1007/s12665-016-5821-0.
   Web of Science ®Google Scholar
• Bonsignore M, Andolfi N, Barra M, Madeddu A, Tisano F, Ingallinella V, Castorina M, Sprovieri M. 2016. Assessment of mercury exposure in human populations: a status report from Augusta Bay (southern Italy). Environ Res. 150:592–599. doi: 10.1016/j.envres.2016.01.016.
   PubMed Web of Science ®Google Scholar
• Carafa R, Faggiano L, Real M, Munné A, Ginebreda A, Guasch H, Flo M, Tirapu L, von der Ohe PC. 2011. Water toxicity assessment and spatial pollution patterns identification in a Mediterranean River Basin District. Tools for water management and risk analysis. Sci Total Environ. 409(20):4269–4279. doi: 10.1016/j.scitotenv.2011.06.053.
   PubMed Web of Science ®Google Scholar
• Carbajal-Hernández JJ, Sánchez-Fernández LP, Villa-Vargas LA, Carrasco-Ochoa JA, Martínez-Trinidad JF. 2013. Water quality assessment in shrimp culture using an analytical hierarchical process. Ecol Indic. 29:148–158. doi: 10.1016/j.ecolind.2012.12.017.
   Web of Science ®Google Scholar
• Dasar KN, Ahmad A, Mushrifah I, Shuhaimi-Othman M. 2009. Water quality and heavy metal concentrations in sediment of Sungai Kelantan, Kelantan, Malaysia: a baseline study. Sains Malaysiana 38:435–442.
   Google Scholar
• Edward JB, Idowu E, Oso J, Ibidapo O. Determination of heavy metal concentration in fish samples, sediment and water from Odo-Ayo River in Ado-Ekiti, Ekiti-State, Nigeria. Int J Environ Monit Analysis. 1(1):27–33. doi: 10.11648/j.ijema.20130101.14.
   Google Scholar
• Elbaz-Poulichet F, Seidel J-L, Casiot C, Tusseau-Vuillemin M-H. 2006. Short-term variability of dissolved trace element concentrations in the Marne and Seine Rivers near Paris. Sci Total Environ. 367(1):278–287. doi: 10.1016/j.scitotenv.2005.11.009.
   PubMed Web of Science ®Google Scholar
• Fathi E, Zamani-Ahmadmahmoodi R, Zare-Bidaki R. 2018. Water quality evaluation using water quality index and multivariate methods, Beheshtabad River, Iran. Appl Water Sci. 8(7):1–6. doi: 10.1007/s13201-018-0859-7.
   Web of Science ®Google Scholar
• Gao B, Gao L, Gao J, Xu D, Wang Q, Sun K. 2019. Simultaneous evaluations of occurrence and probabilistic human health risk associated with trace elements in typical drinking water sources from major river basins in China. Sci Total Environ. 666:139–146. doi: 10.1016/j.scitotenv.2019.02.148.
   PubMed Web of Science ®Google Scholar
• Giri S, Singh AK. 2014. Assessment of surface water quality using heavy metal pollution index in Subarnarekha River, India. Water Qual Expo Health. 5(4):173–182. doi: 10.1007/s12403-013-0106-2.
   Google Scholar
• Hajigholizadeh M, Melesse AM. 2017. Assortment and spatiotemporal analysis of surface water quality using cluster and discriminant analyses. Catena. 151:247–258. doi: 10.1016/j.catena.2016.12.018.
   Web of Science ®Google Scholar
• Hamil S, Baha M, Arab S, Doukhandji N, Arab A. 2017. A multivariate analysis of water quality in Lake Ghrib, Algeria, p. 805–807. In Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions: Proceedings of Euro-Mediterranean Conference for Environmental Integration (EMCEI-1), Tunisia. Springer.
   Google Scholar
• Helena B, Pardo R, Vega M, Barrado E, Fernandez JM, Fernandez L. 2000. Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga River, Spain) by principal component analysis. Water Res. 34(3):807–816. doi: 10.1016/S0043-1354(99)00225-0.
   Web of Science ®Google Scholar
• Ikem A, Adisa S. 2011. Runoff effect on eutrophic lake water quality and heavy metal distribution in recent littoral sediment. Chemosphere. 82(2):259–267. doi: 10.1016/j.chemosphere.2010.09.048.
   PubMed Web of Science ®Google Scholar
• Kaiser HF. 1960. The application of electronic computers to factor analysis. Educ Psychol Meas. 20(1):141–151. doi: 10.1177/001316446002000116.
   Web of Science ®Google Scholar
• Khanoranga , Khalid, S. 2019. An assessment of groundwater quality for irrigation and drinking purposes around brick kilns in three districts of Balochistan province, Pakistan, through water quality index and multivariate statistical approaches. J Geochem Explor. 197:14–26. doi: 10.1016/j.gexplo.2018.11.007.
   Web of Science ®Google Scholar
• Khan M, Almazah MM, EIlahi A, Niaz R, Al-Rezami A, Zaman B. 2023. Spatial interpolation of water quality index based on Ordinary kriging and Universal kriging. Geomatics Nat Hazards Risk. 14(1):2190853. doi: 10.1080/19475705.2023.2190853.
   Web of Science ®Google Scholar
• Khan M, Ellahi A, Niaz R, Ghoneim ME, Tag-Eldin E, Rashid A. 2022. Water quality assessment of alpine glacial blue water lakes and glacial-fed rivers. Geomatics Nat Hazards Risk. 13(1):2597–2617. doi: 10.1080/19475705.2022.2126800.
   Web of Science ®Google Scholar
• Khanna D, Ishaq F. 2013. Impact of water quality attributes and comparative study of icthyofaunal diversity of Asan Lake and River Asan. JANS. 5(1):200–206. doi: 10.31018/jans.v5i1.306.
   Google Scholar
• Kormoker T, Idris AM, Khan MM, Tusher TR, Proshad R, Islam MS, Khadka S, Rahman S, Kabir MH, Kundu S. 2022. Spatial distribution, multivariate statistical analysis, and health risk assessment of some parameters controlling drinking water quality at selected primary schools located in the southwestern coastal region of Bangladesh. Toxin Rev. 41(1):247–260. doi: 10.1080/15569543.2020.1866012.
   Web of Science ®Google Scholar
• Krishna AK, Satyanarayanan M, Govil PK. 2009. Assessment of heavy metal pollution in water using multivariate statistical techniques in an industrial area: a case study from Patancheru, Medak District, Andhra Pradesh, India. J Hazard Mater. 167(1-3):366–373. doi: 10.1016/j.jhazmat.2008.12.131.
   PubMed Web of Science ®Google Scholar
• Kurnaz A, Mutlu E, Uncumusaoğlu AA. 2016. Determination of water quality parameters and heavy metal content in surface water of Çiğdem Pond (Kastamonu/Turkey). Turkish JAF SciTech. 4(10):907–913. doi: 10.24925/turjaf.v4i10.907-913.942.
   Google Scholar
• Lawson E. 2011. Physico-chemical parameters and heavy metal contents of water from the Mangrove Swamps of Lagos Lagoon, Lagos, Nigeria. Adv Biol Res. 5:8–21.
   Google Scholar
• Li S, Zhang Q. 2010a. Risk assessment and seasonal variations of dissolved trace elements and heavy metals in the Upper Han River, China. J Hazard Mater. 181(1-3):1051–1058. doi: 10.1016/j.jhazmat.2010.05.120.
   PubMed Web of Science ®Google Scholar
• Li S, Zhang Q. 2010b. Spatial characterization of dissolved trace elements and heavy metals in the upper Han River (China) using multivariate statistical techniques. J Hazard Mater. 176(1-3):579–588. doi: 10.1016/j.jhazmat.2009.11.069.
   PubMed Web of Science ®Google Scholar
• Liu C-W, Lin K-H, Kuo Y-M. 2003. Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan. Sci Total Environ. 313(1-3):77–89. doi: 10.1016/S0048-9697(02)00683-6.
   PubMed Web of Science ®Google Scholar
• Lu Y, Khan H, Zakir S, Ihsanullah , Khan S, Khan AA, Wei L, Wang T. 2013. Health risks associated with heavy metals in the drinking water of Swat, northern Pakistan. J Environ Sci (China), 1025: 2003–2013. doi: 10.1016/s1001-0742(12)60275-7.
   PubMed Web of Science ®Google Scholar
• Markich SJ, Brown PL. 1998. Relative importance of natural and anthropogenic influences on the fresh surface water chemistry of the Hawkesbury–Nepean River, south-eastern Australia. Sci Total Environ. 217(3):201–230. doi: 10.1016/s0048-9697(98)00188-0.
   PubMed Web of Science ®Google Scholar
• Mokarram M, Pourghasemi HR, Huang K, Zhang H. 2022. Investigation of water quality and its spatial distribution in the Kor River basin, Fars province, Iran. Environ Res. 204(Pt C):112294. doi: 10.1016/j.envres.2021.112294.
   PubMedGoogle Scholar
• Mulk S, Azizullah A, Korai AL, Khattak MNK. 2015. Impact of marble industry effluents on water and sediment quality of Barandu River in Buner District, Pakistan. Environ Monit Assess. 187(2):8. doi: 10.1007/s10661-014-4221-8.
   PubMed Web of Science ®Google Scholar
• Mulk S, Korai AL, Azizullah A, Khattak MNK. 2016. Decreased fish diversity found near marble industry effluents in River Barandu, Pakistan. Ecotoxicology. 25(1):132–140. doi: 10.1007/s10646-015-1575-9.
   PubMed Web of Science ®Google Scholar
• Nasir MJ, Ahmad W, Jun C, Iqbal J, Bateni SM. 2023. Soil erosion susceptibility assessment of Swat River sub-watersheds using the morphometry-based compound factor approach and GIS. Environ Earth Sci. 82(12):315. doi: 10.1007/s12665-023-10982-4.
   Web of Science ®Google Scholar
• Nasir MJ, Iqbal J, Ahmad W. 2020. Flash flood risk modeling of swat river sub-watershed: a comparative analysis of morphometric ranking approach and El-Shamy approach. Arab J Geosci. 13(20):1–19. doi: 10.1007/s12517-020-06064-5.
   Web of Science ®Google Scholar
• Osman AG, Kloas W. 2010. Water quality and heavy metal monitoring in water, sediments, and tissues of the African Catfish Clarias gariepinus (Burchell, 1822) from the River Nile, Egypt. JEP. 01(04):389–400. doi: 10.4236/jep.2010.14045.
   Google Scholar
• Pal D, Maiti SK. 2019. Evaluation of potential human health risks from toxic metals via consumption of cultured fish species Labeo rohita: a case study from an urban aquaculture pond. Expo Health. 11(1):33–46. doi: 10.1007/s12403-017-0264-8.
   Web of Science ®Google Scholar
• Pejman A, Bidhendi G, Karbassi A, Mehrdadi N, Bidhendi ME. 2009. Evaluation of spatial and seasonal variations in surface water quality using multivariate statistical techniques. Int J Environ Sci Technol. 6(3):467–476. doi: 10.1007/BF03326086.
   Web of Science ®Google Scholar
• Sfakianakis D, Renieri E, Kentouri M, Tsatsakis A. 2015. Effect of heavy metals on fish larvae deformities: a review. Environ Res. 137:246–255. doi: 10.1016/j.envres.2014.12.014.
   PubMed Web of Science ®Google Scholar
• Shams MG, Nipa C, Foyzul HF. 2013. Fish diversity of the River Choto Jamuna, Bangladesh: present status and conservation needs. Int J Biodiver Conserv. 5:389–395.
   Google Scholar
• Sunjida SB, Yesmine S, Rahman I, Islam R. 2016a. Assessing the quality of household and drinking water in Tongi industrial zone of Bangladesh and its toxicological impact on healthy Sprague Dawley rats. J Appl Pharm. 8(3):2. doi: 10.21065/1920-4159.1000224.
   Google Scholar
• Sunjida SB, Yesmine S, Rahman I, Islam R. 2016b. Assessing the quality of household and drinking water in Tongi Industrial Zone of Bangladesh and its toxicological impact on healthy Sprague Dawley rats. J Appl Pharm. 8(224):2.
   Google Scholar
• Topaldemir H, Taş B, Yüksel B, Ustaoğlu F. 2023. Potentially hazardous elements in sediments and Ceratophyllum demersum: an ecotoxicological risk assessment in Miliç Wetland, Samsun, Türkiye. Environ Sci Pollut Res Int. 30(10):26397–26416. doi: 10.1007/s11356-022-23937-2.
   PubMed Web of Science ®Google Scholar
• Ullah K, Zhang J. 2020. GIS-based flood hazard mapping using relative frequency ratio method: a case study of Panjkora River Basin, eastern Hindu Kush, Pakistan. PLoS One. 15(3):e0229153. doi: 10.1371/journal.pone.0229153.
   PubMed Web of Science ®Google Scholar
• Ustaoğlu F, Tepe Y, Aydın H, Akbaş A. 2017. Investigation of water quality and pollution level of lower Melet River, Ordu, Turkey. Alinteri J Agric Sci. 32:69–79.
   Google Scholar
• Varol M. 2011. Assessment of heavy metal contamination in sediments of the Tigris River (Turkey) using pollution indices and multivariate statistical techniques. J Hazard Mater. 195:355–364. doi: 10.1016/j.jhazmat.2011.08.051.
   PubMed Web of Science ®Google Scholar
• Varol M, Gökot B, Bekleyen A, Şen B. 2012. Water quality assessment and apportionment of pollution sources of Tigris River (Turkey) using multivariate statistical techniques—a case study. River Res Applic. 28(9):1428–1438. doi: 10.1002/rra.1533.
   Web of Science ®Google Scholar
• Varol M, Şen B. 2012. Assessment of nutrient and heavy metal contamination in surface water and sediments of the upper Tigris River, Turkey. Catena. 92:1–10. doi: 10.1016/j.catena.2011.11.011.
   Web of Science ®Google Scholar
• Vega M, Pardo R, Barrado E, Debán L. 1998. Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis. Water Res. 32(12):3581–3592. doi: 10.1016/S0043-1354(98)00138-9.
   Web of Science ®Google Scholar
• Wang J, Liu G, Liu H, Lam PK. 2017. Multivariate statistical evaluation of dissolved trace elements and a water quality assessment in the middle reaches of Huaihe River, Anhui, China. Sci Total Environ. 583:421–431. doi: 10.1016/j.scitotenv.2017.01.088.
   PubMed Web of Science ®Google Scholar
• Wang L, Wang Y, Xu C, An Z, Wang S. 2011. Analysis and evaluation of the source of heavy metals in water of the River Changjiang. Environ Monit Assess. 173(1-4):301–313. doi: 10.1007/s10661-010-1388-5.
   PubMed Web of Science ®Google Scholar
• Warnken KW, Santschi PH. 2009. Delivery of trace metals (Al, Fe, Mn, V, Co, Ni, Cu, Cd, Ag, Pb) from the Trinity River watershed towards the ocean. Estuaries Coasts. 32(1):158–172. doi: 10.1007/s12237-008-9088-x.
   Web of Science ®Google Scholar
• Willett J. 1987. Similarity and clustering in chemical information systems. John Wiley & Sons, Inc.
   Google Scholar
• Xiao J, Wang L, Deng L, Jin Z. 2019. Characteristics, sources, water quality and health risk assessment of trace elements in river water and well water in the Chinese Loess Plateau. Sci Total Environ. 650(Pt 2):2004–2012. doi: 10.1016/j.scitotenv.2018.09.322.
   PubMedGoogle Scholar
• Xu C, Li E, Liu Y, Wang X, Qin JG, Chen L. 2017. Comparative proteome analysis of the hepatopancreas from the Pacific white shrimp Litopenaeus vannamei under long-term low salinity stress. J Proteomics. 162:1–10. doi: 10.1016/j.jprot.2017.04.013.
   PubMed Web of Science ®Google Scholar
• Yuksel B, Arica E. 2018. Assessment of toxic, essential, and other metal levels by ICP-MS in Lake Eymir and Mogan in Ankara, Turkey: an environmental application. At Spectrosc. 39(5):179–184. doi: 10.46770/AS.2018.05.001.
   Web of Science ®Google Scholar
• Yüksel B, Ustaoğlu F, Arica E. 2021. Impacts of a garbage disposal facility on the water quality of çavuşlu stream in Giresun, Turkey: a health risk assessment study by a validated ICP-MS assay. Aquat Sci Eng. :181–192. doi: 10.26650/ASE2020845246.
   Web of Science ®Google Scholar
• Yüksel B, Ustaoğlu F, Tokatli C, Islam MS. 2022. Ecotoxicological risk assessment for sediments of Çavuşlu stream in Giresun, Turkey: association between garbage disposal facility and metallic accumulation. Environ Sci Pollut Res Int. 29(12):17223–17240. doi: 10.1007/s11356-021-17023-2.
   PubMed Web of Science ®Google Scholar
• Yüksel B, Ustaoğlu F, Yazman MM, Şeker ME, Öncü T. 2023. Exposure to potentially toxic elements through ingestion of canned non-alcoholic drinks sold in Istanbul, Türkiye: a health risk assessment study. J Food Compos Anal. 121:105361. doi: 10.1016/j.jfca.2023.105361.
   Web of Science ®Google Scholar
• Zeng X, Liu Y, You S, Zeng G, Tan X, Hu X, Hu X, Huang L, Li F. 2015. Spatial distribution, health risk assessment and statistical source identification of the trace elements in surface water from the Xiangjiang River, China. Environ Sci Pollut Res Int. 22(12):9400–9412. doi: 10.1007/s11356-014-4064-4.
   PubMed Web of Science ®Google Scholar
• Zhang Y, Chu C, Li T, Xu S, Liu L, Ju M. 2017. A water quality management strategy for regionally protected water through health risk assessment and spatial distribution of heavy metal pollution in 3 marine reserves. Sci Total Environ. 599-600:721–731. doi: 10.1016/j.scitotenv.2017.04.232.
   PubMed Web of Science ®Google Scholar
• Zhao G, Gao J, Tian P, Tian K, Ni G. 2011. Spatial–temporal characteristics of surface water quality in the Taihu Basin, China. Environ Earth Sci. 64(3):809–819. doi: 10.1007/s12665-011-0902-6.
   Web of Science ®Google Scholar