SPATIOTEMPORAL EVALUATION OF WATER QUALITY AND RISK ASSESSMENT OF HEAVY METALS IN THE NORTHERN CASPIAN SEA BOUNDED BY KAZAKHSTAN

dc.contributor.authorRamazanova, Elmira
dc.contributor.authorBahetnur, Yingkar
dc.contributor.authorYessenbayeva, Kadisha
dc.contributor.authorLee, Seung Hwan
dc.contributor.authorLee, Woojin
dc.date.accessioned2023-02-07T10:24:42Z
dc.date.available2023-02-07T10:24:42Z
dc.date.issued2022
dc.description.abstractThe water quality of the northern Caspian Sea has not been well-known, and its contamination can adversely affect the health of swimmers and seashore residents. The study sought to determine the contamination state of the Caspian Sea in Kazakhstan and quantify human health risks coming from the existing heavy metals concentration. The Caspian Sea was found to be “fairly to marginally” contaminated (24 < CCME-WQI < 64), with Cd influencing the index significantly. Concentrations of Cd and Pb increase over time (seasonal Kendall test, pvalues = 2–4 %) in sites near oil fields and ports, suggesting the significant role of anthropogenic sources in causing diverse pollution events. Pb demonstrated the highest variability and number of outliers (4.3 % of all samples with coefficients of variation reaching up to 175 %). The principal component analysis further revealed that various discharges from oilfields and upstream transport could contribute to the contamination by heavy metals and their concentrations. Contamination is associated with up to 6 % cancer risk for adults. The long exposure duration of swimmers in water increases risks by up to 18 %, indicating the local population is at a higher risk. In conclusion, statistical tests and analysis indicate the presence of anthropogenic sources, and risk assessment reveals swimming can contribute to cancer risk.en_US
dc.identifier.citationRamazanova, E., Bahetnur, Y., Yessenbayeva, K., Lee, S. H., & Lee, W. (2022). Spatiotemporal evaluation of water quality and risk assessment of heavy metals in the northern Caspian Sea bounded by Kazakhstan. Marine Pollution Bulletin, 181, 113879. https://doi.org/10.1016/j.marpolbul.2022.113879en_US
dc.identifier.urihttp://nur.nu.edu.kz/handle/123456789/6933
dc.language.isoenen_US
dc.publisherMarine Pollution Bulletinen_US
dc.rightsAttribution-NonCommercial-ShareAlike 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/us/*
dc.subjectType of access: Open Accessen_US
dc.subjectExposureen_US
dc.subjectSwimmingen_US
dc.subjectHuman health risken_US
dc.subjectCentral Asiaen_US
dc.subjectSurface water contaminationen_US
dc.titleSPATIOTEMPORAL EVALUATION OF WATER QUALITY AND RISK ASSESSMENT OF HEAVY METALS IN THE NORTHERN CASPIAN SEA BOUNDED BY KAZAKHSTANen_US
dc.typeArticleen_US
workflow.import.sourcescience

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