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Water Pollution Prediction in the Three Gorges Reservoir Area and Countermeasures for Sustainable Development of the Water Environment

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  • Yinghui Li

    (School of Economic Management, Southwest Jiao tong University, Chengdu 610031, China
    Research Center of the Economy of the Upper Reaches of Yangtze River, Chongqing Technology and Business University, Chongqing 400067, China)

  • Shuaijin Huang

    (School of Economics, Chongqing Technology and Business University, Chongqing 400067, China)

  • Xuexin Qu

    (Chongqing Key Laboratory of Electronic Commerce & Supply Chain System, Chongqing Technology and Business University, Chongqing 400067, China)

Abstract

The Three Gorges Project was implemented in 1994 to promote sustainable water resource use and development of the water environment in the Three Gorges Reservoir Area (hereafter “Reservoir Area”). However, massive discharge of wastewater along the river threatens these goals; therefore, this study employs a grey prediction model (GM) to predict the annual emissions of primary pollution sources, including industrial wastewater, domestic wastewater, and oily and domestic wastewater from ships, that influence the Three Gorges Reservoir Area water environment. First, we optimize the initial values of a traditional GM (1,1) model, and build a new GM (1,1) model that minimizes the sum of squares of the relative simulation errors. Second, we use the new GM (1,1) model to simulate historical annual emissions data for the four pollution sources and thereby test the effectiveness of the model. Third, we predict the annual emissions of the four pollution sources in the Three Gorges Reservoir Area for a future period. The prediction results reveal the annual emission trends for the major wastewater types, and indicate the primary sources of water pollution in the Three Gorges Reservoir Area. Based on our predictions, we suggest several countermeasures against water pollution and towards the sustainable development of the water environment in the Three Gorges Reservoir Area.

Suggested Citation

  • Yinghui Li & Shuaijin Huang & Xuexin Qu, 2017. "Water Pollution Prediction in the Three Gorges Reservoir Area and Countermeasures for Sustainable Development of the Water Environment," IJERPH, MDPI, vol. 14(11), pages 1-18, October.
    • Handle: RePEc:gam:jijerp:v:14:y:2017:i:11:p:1307-:d:116613
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    1. Pei-Te Chiueh & Wei-Ting Shang & Shang-Lien Lo, 2012. "An Integrated Risk Management Model for Source Water Protection Areas," IJERPH, MDPI, vol. 9(10), pages 1-16, October.
    2. Weili Duan & Bin He & Daniel Nover & Guishan Yang & Wen Chen & Huifang Meng & Shan Zou & Chuanming Liu, 2016. "Water Quality Assessment and Pollution Source Identification of the Eastern Poyang Lake Basin Using Multivariate Statistical Methods," Sustainability, MDPI, vol. 8(2), pages 1-15, January.
    3. Fuliang Deng & Tao Lin & Yue Zhao & Ying Yuan, 2017. "Zoning and Analysis of Control Units for Water Pollution Control in the Yangtze River Basin, China," Sustainability, MDPI, vol. 9(8), pages 1-14, August.
    4. Lianne McLeod & Lalita Bharadwaj & Tasha Epp & Cheryl L. Waldner, 2017. "Use of Principal Components Analysis and Kriging to Predict Groundwater-Sourced Rural Drinking Water Quality in Saskatchewan," IJERPH, MDPI, vol. 14(9), pages 1-25, September.
    5. Ene, Seval & Öztürk, Nursel, 2017. "Grey modelling based forecasting system for return flow of end-of-life vehicles," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 155-166.
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    Cited by:

    1. Ning Zhang & Zaiwu Gong & Kedong Yin & Yuhong Wang, 2018. "Special Issue “Decision Models in Green Growth and Sustainable Development”," IJERPH, MDPI, vol. 15(6), pages 1-8, May.

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