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2019
DOI: 10.1016/j.catena.2019.104156
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Identifying environmental risk associated with anthropogenic activities in Zanjanrud River, Iran, using an integrated approach

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Cited by 11 publications
(9 citation statements)
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“…Multivariate statistical techniques such as the PCA are effective data visualization and mining approaches. We applied a PCA technique to identify correlations between physical and chemical characteristics in the aquifer and to elucidate complicated patterns in data matrices 47 , 48 . Squared cosines with absolute values of more than or equal to 0.4 were used for the exploration of the observed ions 49 , 50 .…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…Multivariate statistical techniques such as the PCA are effective data visualization and mining approaches. We applied a PCA technique to identify correlations between physical and chemical characteristics in the aquifer and to elucidate complicated patterns in data matrices 47 , 48 . Squared cosines with absolute values of more than or equal to 0.4 were used for the exploration of the observed ions 49 , 50 .…”
Section: Methodsmentioning
confidence: 99%
“…A positive coefficient indicates that the associated parameters are similar and harmonious, while a negative coefficient indicates that the variables are moving in opposite directions. We carried out an agglomerative hierarchical cluster analysis of the groundwater data to identify a specific pattern of similar observations within the studied variables 48 . The hierarchical clustering allowed us to identify suitable structures in chaotic and complex data and thus simplify the explanation of observations 51 .…”
Section: Methodsmentioning
confidence: 99%
“…Multivariate statistical techniques such as the PCA are effective approaches for data visualizing and mining. A PCA technique was used to identify correlations between physical and chemical characteristics in the aquifer and to elucidate complicated patterns in data matrices [45][46] . Squared cosines with absolute values of more than or equal to 0.4 were used for the exploration of the observed ions [46][47] .…”
Section: Water Salinization Spatiotemporal Analysismentioning
confidence: 99%
“…where the concentrations of alkali metals are expressed in meq•L −1 . High levels of Na + contents lead to displacement of Ca 2+ and Mg 2+ in soil and affect soil structure, aeration and infiltration, which will cause a drop of crop yield [21]. SAR accounts for the effects of Na + and is usually used as an assessment index of water quality for irrigation, with high levels of SAR affecting the growth and yield of crops [19] [20].…”
Section: Suitability Assessment For Irrigationmentioning
confidence: 99%
“…However, excessive contents of these cations in water bodies would have adverse impact on human health and ecosystem. For example, high levels of Na + in soil tend to displace Ca 2+ and Mg 2+ , which would reduce the soil permeability and consequently affect the growth and yield of crops [19] [20] [21].…”
Section: Introductionmentioning
confidence: 99%