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Spatial and seasonal characteristics of river water chemistry in the Taizi River in Northeast China

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Abstract

Anthropogenic activities have led to water quality deterioration in many parts of the world, especially in Northeast China. The current work investigated the spatiotemporal variations of water quality in the Taizi River by multivariate statistical analysis of data from the 67 sampling sites in the mainstream and major tributaries of the river during dry and rainy seasons. One-way analysis of variance indicated that the 20 measured variables (except pH, 5-day biological oxygen demand, permanganate index, and chloride, orthophosphate, and total phosphorus concentrations) showed significant seasonal (p ≤ 0.05) and spatial (p < 0.05) variations among the mainstream and major tributaries of the river. Hierarchical cluster analysis of data from the different seasons classified the mainstream and tributaries of the river into three clusters, namely, less, moderately, and highly polluted clusters. Factor analysis extracted five factors from data in the different seasons, which accounted for the high percentage of the total variance and reflected the integrated characteristics of water chemistry, organic pollution, phosphorous pollution, denitrification effect, and nitrogen pollution. The results indicate that river pollution in Northeast China was mainly from natural and/or anthropogenic sources, e.g., rainfall, domestic wastewater, agricultural runoff, and industrial discharge.

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References

  • Absalon, D., & Matysik, M. (2007). Changes in water quality and runoff in the Upper Oder River Basin. Geomorphology, 92, 106–118.

    Article  Google Scholar 

  • Arheimer, B., & Lidén, R. (2000). Nitrogen and phosphorus concentrations from agricultural catchments—Influence of spatial and temporal variables. Journal of Hydrology, 227, 140–159.

    Article  CAS  Google Scholar 

  • Baig, J. A., Kazi, T. G., Arain, M. B., Afridi, H. I., Kandhro, G. A., Sarfraz, R. A., Jamali, M. K., & Shah, A. Q. (2009). Evaluation of arsenic and other physico-chemical parameters of surface and ground water of Jamshoro, Pakistan. Journal of Hazardous Materials, 166, 662–669.

    Article  CAS  Google Scholar 

  • Baig, J. A., Kazi, T. G., Shah, A. Q., Kandhro, G. A., Afridi, H. I., Arain, M. B., Jamali, M. K., & Jalbani, N. (2010). Speciation and evaluation of arsenic in surface and ground water: A multivariate case study. Ecotox Environ Safe, 73, 914–923.

    Article  Google Scholar 

  • Bu, H., Tan, X., Li, S., & Zhang, Q. (2010a). Water quality assessment of the Jinshui River (China) using multivariate statistical techniques. Environ Earth Sci, 60, 1631–1639.

    Article  CAS  Google Scholar 

  • Bu, H., Tan, X., Li, S., & Zhang, Q. (2010b). Temporal and spatial variations of water quality in the Jinshui River of the South Qinling Mts., China. Ecotox Environ Safe, 73, 907–913.

    Article  CAS  Google Scholar 

  • Chen, J., Gao, X., He, D., & Xia, X. (2000). Nitrogen contamination in the Yangtze River system, China. Journal of Hazardous Materials, 73, 107–113.

    Article  Google Scholar 

  • Elbaz-Poulichet, F., Favreau, G., Leduc, C., & Seidel, J. L. (2002). Major ion chemistry of groundwaters in the Continental Terminal water table of southwestern Niger (Africa). Applied Geochemistry, 17, 1343–1349.

    Article  CAS  Google Scholar 

  • Goodale, C., Thomas, S., Fredriksen, G., Elliott, E., Flinn, K., Butler, T., & Walter, M. (2009). Unusual seasonal patterns and inferred processes of nitrogen retention in forested headwaters of the Upper Susquehanna River. Biogeochemistry, 93, 197–218.

    Article  CAS  Google Scholar 

  • Hatje, V., Apte, S. C., Hales, L. T., & Birch, G. F. (2003). Dissolved trace metal distributions in Port Jackson estuary (Sydney Harbour), Australia. Marine Pollution Bulletin, 46, 719–730.

    Article  CAS  Google Scholar 

  • Helena, B., Pardo, R., Vega, M., Barrado, E., Fernandez, J. M., & Fernandez, L. (2000). Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga River, Spain) by principal component analysis. Water Research, 34, 807–816.

    Article  CAS  Google Scholar 

  • Imfeld, G., Braeckevelt, M., Kuschk, P., & Richnow, H. H. (2009). Monitoring and assessing processes of organic chemicals removal in constructed wetlands. Chemosphere, 74, 349–362.

    Article  CAS  Google Scholar 

  • Jain, C. K. (2002). A hydro-chemical study of a mountainous watershed: The Ganga, India. Water Research, 36, 1262–1274.

    Article  CAS  Google Scholar 

  • Kannel, P. R., Lee, S., Kanel, S. R., & Khan, S. P. (2007). Chemometric application in classification and assessment of monitoring locations of an urban river system. Analytica Chimica Acta, 582, 390–399.

    Article  CAS  Google Scholar 

  • Kannel, P. R., Lee, S., & Lee, Y. S. (2008). Assessment of spatial–temporal patterns of surface and ground water qualities and factors influencing management strategy of groundwater system in an urban river corridor of Nepal. Journal of Environmental Management, 86, 595–604.

    Article  CAS  Google Scholar 

  • Kazi, T. G., Arain, M. B., Jamali, M. K., Jalbani, N., Afridi, H. I., Sarfraz, R. A., Baig, J. A., & Shah, A. Q. (2009). Assessment of water quality of polluted lake using multivariate statistical techniques: A case study. Ecotox Environ Safe, 72, 301–309.

    Article  CAS  Google Scholar 

  • Mendiguchía, C., Moreno, C., & García-Vargas, M. (2007). Evaluation of natural and anthropogenic influences on the Guadalquivir River (Spain) by dissolved heavy metals and nutrients. Chemosphere, 69, 1509–1517.

    Article  Google Scholar 

  • Mian, I. A., Begum, S., Riaz, M., Ridealgh, M., McClean, C. J., & Cresser, M. S. (2010). Spatial and temporal trends in nitrate concentrations in the River Derwent, North Yorkshire, and its need for NVZ status. Science of the Total Environment, 408, 702–712.

    Article  CAS  Google Scholar 

  • National Environmental Protection Bureau (NEPB). (2002). Standard methods for the examination of water and wastewater (version 4). Beijing: China Environmental Science Publish Press (in Chinese).

    Google Scholar 

  • Perona, E., Bonilla, I., & Mateo, P. (1999). Spatial and temporal changes in water quality in a Spanish river. Science of the Total Environment, 241, 75–90.

    Article  CAS  Google Scholar 

  • Razmkhah, H., Abrishamchi, A., & Torkian, A. (2010). Evaluation of spatial and temporal variation in water quality by pattern recognition techniques: A case study on Jajrood River (Tehran, Iran). Journal of Environmental Management, 91, 852–860.

    Article  CAS  Google Scholar 

  • Rothwell, J. J., Dise, N. B., Taylor, K. G., Allott, T. E. H., Scholefield, P., Davies, H., & Neal, C. (2010). A spatial and seasonal assessment of river water chemistry across North West England. Science of the Total Environment, 408, 841–855.

    Article  CAS  Google Scholar 

  • Simeonov, V., Stratis, J. A., Samara, C., Zachariadis, G., Voutsa, D., Anthemidis, A., Sofoniou, M., & Kouimtzis, T. (2003). Assessment of the surface water quality in Northern Greece. Water Research, 37, 4119–4124.

    Article  CAS  Google Scholar 

  • Singh, K. P., Malik, A., & Sinha, S. (2005). Water quality assessment and apportionment of pollution sources of Gomti River (India) using multivariate statistical techniques: a case study. Analytica Chimica Acta, 538, 355–374.

    Article  CAS  Google Scholar 

  • Vega, M., Pardo, R., Barrado, E., & Deban, L. (1998). Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis. Water Research, 32, 3581–3592.

    Article  CAS  Google Scholar 

  • Wang, X., Han, J., Xu, L., & Zhang, Q. (2010). Spatial and seasonal variations of the contamination within water body of the Grand Canal, China. Environmental Pollution, 158, 1513–1520.

    Article  CAS  Google Scholar 

  • Wunderlin, D. A., Diaz, M. P., Ame, M. V., Pesce, S. F., Hued, A. C., & Bistoni, M. A. (2001). Pattern recognition techniques for the evaluation of spatial and temporal variation in water quality—A case study: Suquia river basin (Cordoba Argentina). Water Research, 35, 2881–2894.

    Article  CAS  Google Scholar 

  • Zar, J. H. (1984). Biostatistical analysis (2nd ed.). Englewood Cliffs: Prentice-Hall.

    Google Scholar 

  • Zhou, F., Huang, G. H., Guo, H. C., Zhang, W., & Hao, Z. J. (2007). Spatio-temporal patterns and source apportionment of coastal water pollution in eastern Hong Kong. Water Research, 41, 3429–3439.

    Article  CAS  Google Scholar 

  • Zilberbran, M., Rosenthal, E., & Shachnai, E. (2001). Impact of urbanization on hydro-chemical evolution of groundwater and on unsaturated-zone gas composition in the coastal city of Tel Aviv, Israel. Journal of Contaminant Hydrology, 50, 175–208.

    Article  Google Scholar 

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Acknowledgement

This research was supported by the Major Science and Technology Program for Water Pollution Control and Treatment in China (grant no. 2008ZX07526-001). The authors express their sincerest gratitude to Drs. Xiaodong Qu, Weijing Kong, and Nan Zhang for their valuable discussion, Xiaobo Jia and Libin Chen for their assistance during the fieldwork, and the anonymous reviewers for their valuable comments.

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Correspondence to Hongmei Bu or Wei Meng.

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Bu, H., Meng, W. & Zhang, Y. Spatial and seasonal characteristics of river water chemistry in the Taizi River in Northeast China. Environ Monit Assess 186, 3619–3632 (2014). https://doi.org/10.1007/s10661-014-3644-6

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  • DOI: https://doi.org/10.1007/s10661-014-3644-6

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