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Seasonal and Spatial Variability of Anthropogenic and Natural Factors Influencing Groundwater Quality Based on Source Apportionment

Author

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  • Xueru Guo

    (College of Water Sciences, Beijing Normal University, Beijing 100875, China
    Engineering Research Center of Groundwater Pollution Control and Remediation, Ministry of Education, Beijing 100875, China)

  • Rui Zuo

    (College of Water Sciences, Beijing Normal University, Beijing 100875, China
    Engineering Research Center of Groundwater Pollution Control and Remediation, Ministry of Education, Beijing 100875, China)

  • Li Meng

    (College of Water Sciences, Beijing Normal University, Beijing 100875, China
    Engineering Research Center of Groundwater Pollution Control and Remediation, Ministry of Education, Beijing 100875, China)

  • Jinsheng Wang

    (College of Water Sciences, Beijing Normal University, Beijing 100875, China
    Engineering Research Center of Groundwater Pollution Control and Remediation, Ministry of Education, Beijing 100875, China)

  • Yanguo Teng

    (College of Water Sciences, Beijing Normal University, Beijing 100875, China
    Engineering Research Center of Groundwater Pollution Control and Remediation, Ministry of Education, Beijing 100875, China)

  • Xin Liu

    (College of Water Sciences, Beijing Normal University, Beijing 100875, China
    Engineering Research Center of Groundwater Pollution Control and Remediation, Ministry of Education, Beijing 100875, China)

  • Minhua Chen

    (College of Water Sciences, Beijing Normal University, Beijing 100875, China
    Engineering Research Center of Groundwater Pollution Control and Remediation, Ministry of Education, Beijing 100875, China)

Abstract

Globally, groundwater resources are being deteriorated by rapid social development. Thus, there is an urgent need to assess the combined impacts of natural and enhanced anthropogenic sources on groundwater chemistry. The aim of this study was to identify seasonal characteristics and spatial variations in anthropogenic and natural effects, to improve the understanding of major hydrogeochemical processes based on source apportionment. 34 groundwater points located in a riverside groundwater resource area in northeast China were sampled during the wet and dry seasons in 2015. Using principal component analysis and factor analysis, 4 principal components (PCs) were extracted from 16 groundwater parameters. Three of the PCs were water-rock interaction (PC 1 ), geogenic Fe and Mn (PC 2 ), and agricultural pollution (PC 3 ). A remarkable difference (PC 4 ) was organic pollution originating from negative anthropogenic effects during the wet season, and geogenic F enrichment during the dry season. Groundwater exploitation resulted in dramatic depression cone with higher hydraulic gradient around the water source area. It not only intensified dissolution of calcite, dolomite, gypsum, Fe, Mn and fluorine minerals, but also induced more surface water recharge for the water source area. The spatial distribution of the PCs also suggested the center of the study area was extremely vulnerable to contamination by Fe, Mn, COD, and F − .

Suggested Citation

  • Xueru Guo & Rui Zuo & Li Meng & Jinsheng Wang & Yanguo Teng & Xin Liu & Minhua Chen, 2018. "Seasonal and Spatial Variability of Anthropogenic and Natural Factors Influencing Groundwater Quality Based on Source Apportionment," IJERPH, MDPI, vol. 15(2), pages 1-19, February.
    • Handle: RePEc:gam:jijerp:v:15:y:2018:i:2:p:279-:d:130517
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    References listed on IDEAS

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    1. Tom Gleeson & Yoshihide Wada & Marc F. P. Bierkens & Ludovicus P. H. van Beek, 2012. "Water balance of global aquifers revealed by groundwater footprint," Nature, Nature, vol. 488(7410), pages 197-200, August.
    2. Jing Ma & Wangyuan Zhang & Yi Chen & Shaoliang Zhang & Qiyan Feng & Huping Hou & Fu Chen, 2016. "Spatial Variability of PAHs and Microbial Community Structure in Surrounding Surficial Soil of Coal-Fired Power Plants in Xuzhou, China," IJERPH, MDPI, vol. 13(9), pages 1-13, September.
    3. Richard G. Taylor & Bridget Scanlon & Petra Döll & Matt Rodell & Rens van Beek & Yoshihide Wada & Laurent Longuevergne & Marc Leblanc & James S. Famiglietti & Mike Edmunds & Leonard Konikow & Timothy , 2013. "Ground water and climate change," Nature Climate Change, Nature, vol. 3(4), pages 322-329, April.
    4. Hong Yao & Xin Qian & Hailong Gao & Yulei Wang & Bisheng Xia, 2014. "Seasonal and Spatial Variations of Heavy Metals in Two Typical Chinese Rivers: Concentrations, Environmental Risks, and Possible Sources," IJERPH, MDPI, vol. 11(11), pages 1-19, November.
    5. Chunyuan Sun & Wenji Zhao & Qianzhong Zhang & Xue Yu & Xiaoxia Zheng & Jiayin Zhao & Ming Lv, 2016. "Spatial Distribution, Sources Apportionment and Health Risk of Metals in Topsoil in Beijing, China," IJERPH, MDPI, vol. 13(7), pages 1-14, July.
    6. Jiabo Chen & Fayun Li & Zhiping Fan & Yanjie Wang, 2016. "Integrated Application of Multivariate Statistical Methods to Source Apportionment of Watercourses in the Liao River Basin, Northeast China," IJERPH, MDPI, vol. 13(10), pages 1-27, October.
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