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Analysis of Spatial-Temporal Variations of Surface Water Quality in the Southern Province of Vietnamese Mekong Delta Using Multivariate Statistical Analysis

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Języki publikacji
EN
Abstrakty
EN
The study aimed to assess the variation in surface water quality in the Tien Giang province, Vietnam, and at the same time identify the main sources of water pollution. The surface water quality samples were collected at 34 locations (NM01-NM34) with 17 surface water quality indicators in March, June, September and November in canals and rivers in the Tien Giang province. Multivariate statistical analysis methods, including principal component analysis (PCA), cluster analysis (CA) and numerical discriminant analysis (DA), were used to analyze the variability and key indicators affecting the effect of multivariate statistical analysis. The analysis results show that the surface water quality in the study area is contaminated with organic (low DO, high BOD and COD) and nutrients (NH4+-N, NO2--N, PO43--P and TP), salinity (high Cl-). The PCA results showed that 14/17 surface water environmental parameters to be monitored are pH, temperature, TSS, BOD, COD, NH4+-N, NO2--N, PO43--P, TP, SO42-, Cl-, coliform and Fe. The PCA analysis showed that PC1-PC4 accounted for 79.70% of the variation in surface water quality in the study area. Potential surface water polluting sources include hydrological regime, domestic waste, agricultural production, industrial production activities. The CA results showed that 34 monitoring locations can be reduced to 27 locations, with a frequency of 4 times/year to ensure surface water quality representativeness. The DA indicated that the indicators of EC, SO42- and Cl- made the difference of the surface water quality between the wet and dry seasons. The current results provide important information on the current state of water quality for different uses and contribute to the improvement of the surface water quality monitoring system in the Tien Giang province.
Rocznik
Strony
1--9
Opis fizyczny
Bibliogr. 23 poz., rys., tab.
Twórcy
  • College of Environment and Natural Resources, Can Tho University, Campus II, 3/2 Street, Xuan Khanh ward, Ninh Kieu district, Can Tho City 900000, Vietnam
  • College of Environment and Natural Resources, Can Tho University, Campus II, 3/2 Street, Xuan Khanh ward, Ninh Kieu district, Can Tho City 900000, Vietnam
  • College of Environment and Natural Resources, Can Tho University, Campus II, 3/2 Street, Xuan Khanh ward, Ninh Kieu district, Can Tho City 900000, Vietnam
Bibliografia
  • 1. American Public Health Association (APHA). 1998. Standard Methods for the Examination of Water and Wastewater. Washington DC, APHA/AWWA/WEF.
  • 2. Chounlamany V., Tanchuling M. A., Inoue T. 2017. Spatial and temporal variation of water quality of a segment of Marikina River using multivariate statistical methods. Water Science and Technology, 76(6), 1510–1522.
  • 3. Currie J. 2013. Something in the water: Contaminated drinking water and infant health. BMJ (Clinical Research Ed.), 343. https://doi.org/10.1136/bmj.d723.
  • 4. Dabgerwal D.K., Tripathi S.K. 2016. Assessment of surface water quality using hierarchical cluster analysis. International Journal of Environment, 5(1), 32–44.
  • 5. Hajigholizadeh M., Melesse A.M. 2017. Assortment and spatiotemporal analysis of surface water quality using cluster and discriminant analyses. Catena, 151, 247–258.
  • 6. Haseena M., Malik M.F., Javed A., Arshad S., Asif N., Zulfiqar S., Hanif J. 2017. Water pollution and human health. Environmental Risk Assessment Remediat, 1(3), 16-19.
  • 7. Iscen C.F., Emiroglu Ö., Ilhan S., Arslan N., Yilmaz V., Ahiska S. 2008. Application of multivariate statistical techniques in the assessment of surface water quality in Uluabat Lake, Turkey. Environmental Monitoring and Assessment, 144(1–3), 269–276.
  • 8. Koklu R., Sengorur B., Topal B. 2010. Water quality assessment using multivariate statistical methods a case study: Melen river system (Turkey). Water Resources Management, 24(5), 959–978.
  • 9. Mustapha A., Abdu A. 2012. Application of Principal Component Analysis & Multiple Regression Models in Surface Water Quality Assessment. Journal of Environment and Earth Science, 2(2), 16–23.
  • 10. Mustapha A., Aris A.Z., Juahir H., Ramli M.F., Kura N.U. 2013. River water quality assessment using environmentric techniques: Case study of Jakara River Basin. Environmental Science and Pollution Research, 20(8), 5630–5644.
  • 11. Nhan T.T. 2013. Using the statistical analysis techniques to assess surface water quality: A case study in Tra Vinh province. Tra Vinh University Journal of Science, 11–18. (in Vietnam)
  • 12. Sarda P., Sadgir P. 2015. Assessment of Multi Parameters of Water Quality in Surface Water Bodies-A Review. International Journal for Research in Applied Science & Engineering Technology (IJRA-SET), 331–336.
  • 13. Schaefer K., Einax J. W. 2010. Analytical and chemometric characterization of the Cruces River in South Chile. Environmental Science and Pollution Research, 17(1), 115–123.
  • 14. Si W., Liu J., Cai L., Jiang H., Zheng C., He X., Wang J., Zhang X. 2015. Health risks of metals in contaminated farmland soils and spring wheat irrigated with Yellow River water in Baotou, China. Bulletin of Environmental Contamination and Toxicology, 94(2), 214–219.
  • 15. Son C.T., Duc P.T., Anh N.M., Huyen N.T.A., Thien D.Q. 2019. Water quality assessment of some rivers in Gia Lam district by water quality index (WQI). TNU Journal of Science and Technology, 7, 133-140. (in Vietnam)
  • 16. Tanriverdi Ç., Alp A., Demirkiran A.R., Üçkardeş F. 2010. Assessment of surface water quality of the Ceyhan River basin, Turkey. Environmental Monitoring and Assessment, 167(1–4), 175–184.
  • 17. Thuy P.T.T., Viet N.V., Phuong N.K.L., Lee C.H. 2021. Water quality assessment using water quality index: a case of the Ray River, Vietnam, TNU Journal of Science and Technology, 226(06), 38–47.
  • 18. Tuan D.D.A., Trung N.H., Thu B.A. 2019. Assessing quality of surface water for urban water supply source for Soc Trang City. Can Tho University Journal of Science, 55(4A), 61–70. (in Vietnam)
  • 19. Uyen N.D.N., Liem N.D., Loi N.K. 2014. Assessing surface water quality in the La Nga river basin, Vietnam with SWAT model and water quality indicators. Summary of National Conference on GIS 2014. (in Vietnam)
  • 20. Vietnam Environmental Protection Agency. 2015. National Technical Regulation on Surface Water Quality (QCVN 08-2015/BTNMT); Vietnam Environmental Protection Agency: Hanoi, Vietnam.
  • 21. Wang Y., Wang P., Bai Y., Tian Z., Li J., Shao X., Mustavich L.F., Li B.L. 2013. Assessment of surface water quality via multivariate statistical techniques: A case study of the Songhua River Harbin region, China. Journal of Hydro-Environment Research, 7(1), 30–40.
  • 22. Yang W., Zhao Y., Wang D., Wu H., Lin A., He L. 2020. Using principal components analysis and idw interpolation to determine spatial and temporal changes of Surfacewater quality of Xin’Anjiang river in huangshan, china. International Journal of Environmental Research and Public Health, 17(8), 1–14.
  • 23. Zeinalzadeh K., Rezaei E. 2017. Determining spatial and temporal changes of surface water quality using principal component analysis. Journal of Hydrology: Regional Studies, 13(July), 1–10.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-a4c5978f-9c10-4b8c-a77b-8258a76c5d4d
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