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Monitoring and Forecasting of Water Pollution by Heavy Metals

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dc.contributor.author ZHARTYBAYEVA, MAKPAL
dc.contributor.author MUNTAYEV, NURZHAN
dc.contributor.author TULEGENOVA, SYMBAT
dc.contributor.author ORALBEKOVA, ZHANAR
dc.contributor.author LAMASHEVA, ZHANAR
dc.contributor.author ISKAKOV, KAZIZAT
dc.date.accessioned 2024-12-11T11:34:03Z
dc.date.available 2024-12-11T11:34:03Z
dc.date.issued 2022
dc.identifier.issn 2169-3536
dc.identifier.other doi10.1109/ACCESS.2022.3233298
dc.identifier.uri http://rep.enu.kz/handle/enu/20107
dc.description.abstract As a result of anthropogenic impact, significant changes occur in the morphometric, hydrological, chemical and other characteristics of water bodies, which in turn leads to changes in the structure, productivity and condition of aquatic ecosystems. Pollution of water bodies is the result of anthropogenic activities that lead to negative consequences - deterioration of water quality, threat to water bodies, deterioration of life and health of people. In order to monitor the water ecosystems of Akmola region, the research team took water samples from water bodies (Nura, Ishim Rivers of the Republic of Kazakhstan, Akmola region and Taldykol, Maybalyk and Zhaltyrkol Lakes), collected them in a database and conducted research.We constructed a mathematical model, after which the results were compared with full-scale data.According to water samples, the level of pollution of water sources was evaluated, the obtained data was entered into the database of the water ecosystem of Akmola region, and the collected data was predicted using the ARIMA (autoregressive integrated moving average) model, mathematical model and the R programming language. ru
dc.language.iso en ru
dc.publisher IEEE Access ru
dc.relation.ispartofseries VOLUME 11;
dc.subject ARIMA ru
dc.subject forecasting ru
dc.subject hydrochemical parameters ru
dc.subject physical and chemical indicators ru
dc.subject surface water ru
dc.subject water quality assessment ru
dc.title Monitoring and Forecasting of Water Pollution by Heavy Metals ru
dc.type Article ru


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