Next Article in Journal
Inverse Association between Statin Use and Stomach Cancer Incidence in Individuals with Hypercholesterolemia, from the 2002–2015 NHIS-HEALS Data
Previous Article in Journal
The Perceived Ability of Gastroenterologists, Hepatologists and Surgeons Can Bias Medical Decision Making
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Spatio-Temporal Variation of Groundwater Quality and Source Apportionment Using Multivariate Statistical Techniques for the Hutuo River Alluvial-Pluvial Fan, China

1
Hebei and China Geological Survey Key Laboratory of Groundwater Remediation, Institute of Hydrogeology and Environmental Geology, Chinese Academy of Geological Sciences, Shijiazhuang 050061, China
2
School of Geology and Mining Engineering, Xinjiang University, Yanan Road, Urumqi 830047, China
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2020, 17(3), 1055; https://doi.org/10.3390/ijerph17031055
Submission received: 14 January 2020 / Revised: 3 February 2020 / Accepted: 7 February 2020 / Published: 7 February 2020

Abstract

Groundwater quality deterioration has become an environmental problem of widespread concern. In this study, we used a water quality index (WQI) and multivariate statistical techniques to assess groundwater quality and to trace pollution sources in the Hutuo River alluvial-pluvial fan, China. Measurement data of 17 variables in 27 monitoring sites from three field surveys were obtained and pretreated. Results showed that there were 53.09% of NO3, 18.52% of SO42 and 83.95% of total hardness (TH) in samples that exceeded the Grade III standard for groundwater quality in China (GB/T 14848-2017). Based on WQI results, sampling sites were divided into three types: high-polluted sites, medium-polluted sites and low-polluted sites. The spatial variation in groundwater quality revealed that concentrations of total dissolved solids (TDS), Cl, TH and NO3 were the highest in high-polluted sites, followed by medium-polluted and low-polluted sites. The temporal variation in groundwater quality was controlled by the dilution of rainwater. A principal component analysis (PCA) revealed that the primary pollution sources of groundwater were domestic sewage, industrial sewage and water–rock interactions in the dry season. However, in the rainy and transition seasons, the main pollution sources shifted to domestic sewage and water–rock interactions, nonpoint pollution and industrial sewage. According to the absolute principal component scores-multivariate linear regression (APCS-MLR), most water quality parameters were primarily influenced by domestic sewage. Therefore, in order to prevent the continuous deterioration of groundwater quality, the discharge of domestic sewage in the Hutuo River alluvial-pluvial fan region should be controlled.
Keywords: groundwater quality; spatial variation; temporal variation; source apportionment; multivariate statistical techniques groundwater quality; spatial variation; temporal variation; source apportionment; multivariate statistical techniques

Share and Cite

MDPI and ACS Style

Zhang, Q.; Wang, L.; Wang, H.; Zhu, X.; Wang, L. Spatio-Temporal Variation of Groundwater Quality and Source Apportionment Using Multivariate Statistical Techniques for the Hutuo River Alluvial-Pluvial Fan, China. Int. J. Environ. Res. Public Health 2020, 17, 1055. https://doi.org/10.3390/ijerph17031055

AMA Style

Zhang Q, Wang L, Wang H, Zhu X, Wang L. Spatio-Temporal Variation of Groundwater Quality and Source Apportionment Using Multivariate Statistical Techniques for the Hutuo River Alluvial-Pluvial Fan, China. International Journal of Environmental Research and Public Health. 2020; 17(3):1055. https://doi.org/10.3390/ijerph17031055

Chicago/Turabian Style

Zhang, Qianqian, Long Wang, Huiwei Wang, Xi Zhu, and Lijun Wang. 2020. "Spatio-Temporal Variation of Groundwater Quality and Source Apportionment Using Multivariate Statistical Techniques for the Hutuo River Alluvial-Pluvial Fan, China" International Journal of Environmental Research and Public Health 17, no. 3: 1055. https://doi.org/10.3390/ijerph17031055

APA Style

Zhang, Q., Wang, L., Wang, H., Zhu, X., & Wang, L. (2020). Spatio-Temporal Variation of Groundwater Quality and Source Apportionment Using Multivariate Statistical Techniques for the Hutuo River Alluvial-Pluvial Fan, China. International Journal of Environmental Research and Public Health, 17(3), 1055. https://doi.org/10.3390/ijerph17031055

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop