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Identifying the hydrochemical characteristics of rivers and groundwater by multivariate statistical analysis in the Sanjiang Plain, China
- Cao, Yingjie, Tang, Changyuan, Song, Xianfang, Liu, Changming, Zhang, Yinghua
- Appl Water Sci 2016 v.6 no.2 pp. 169-178
- data collection, discriminant analysis, factor analysis, groundwater, humans, hydrochemistry, iron, manganese, multivariate analysis, nitrates, pollution, river water, rivers, salinity, surface water, variance, water quality, weathering, China
- Two multivariate statistical technologies, factor analysis (FA) and discriminant analysis (DA), are applied to study the river and groundwater hydrochemistry and its controlling processes in the Sanjiang Plain of the northeast China. Factor analysis identifies five factors which account for 79.65 % of the total variance in the dataset. Four factors bearing specific meanings as the river and groundwater hydrochemistry controlling processes are divided into two groups, the “natural hydrochemistry evolution” group and the “pollution” group. The “natural hydrochemistry evolution” group includes the salinity factor (factor 1) caused by rock weathering and the residence time factor (factor 2) reflecting the groundwater traveling time. The “pollution” group represents the groundwater quality deterioration due to geogenic pollution caused by elevated Fe and Mn (factor 3) and elevated nitrate (NO₃ ⁻) introduced by human activities such as agriculture exploitations (factor 5). The hydrochemical difference and hydraulic connection among rivers (surface water, SW), shallow groundwater (SG) and deep groundwater (DG) group are evaluated by the factor scores obtained from FA and DA (Fisher’s method). It is showed that the river water is characterized as low salinity and slight pollution, and the shallow groundwater has the highest salinity and severe pollution. The SW is well separated from SG and DG by Fisher’s discriminant function, but the SG and DG can not be well separated showing their hydrochemical similarities, and emphasize hydraulic connections between SG and DG.