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Assessing hydrochemical evolution of groundwater in limestone terrain via principal component analysis Zargham Mohammadi

机译:通过主成分分析法评估石灰岩地形中地下水的水化学演化

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This paper describes the use of multivariate statistical analysis to trace hydrochemical evolution in a limestone terrain at Zagros region, Iran. The study area includes a deep confined aquifer, overlaid by an unconfined aquifer. The method involves the use of principal component analysis (PCA) to assess and evaluate the hydrochemical evolution based on chemical and isotope variables of 12 piezometers drilled in both the unconfined and confined aquifers. First PCA on all variables shows that water-rock interaction under different conditions with respect to the atmospheric CO_2 is the main process responsible for chemical constituents. As a result, combinations of several ratios such as Ca/TDS, SO_4/TDS and Mg/TDS with physico-chemical and isotope variables reveal different hydrochemical evolution trend in the aquifers. Second PCA on the selective samples and variables reveals that displacement of the unconfined samples from dry to wet season follows a refreshing trend towards river samples that is characterized by reducing electrical conductivity and increasing sulphate and tritium contents. However, the refreshing trend cannot be traced in the confined aquifer samples suggesting no recharge from river to the confined aquifer. Third PCA reveals that, chemical composition of water samples in the unconfined aquifer tends to have considerable difference from each other in the end of recharge period. In contrast, the confined aquifer samples have a tendency to show similar chemical composition during recharge period in comparison to end of dry period. This difference is caused by different mechanism of recharge in the unconfined aquifer (through the wholernaquifer surface) and the confined aquifer (through the limited recharge area).
机译:本文介绍了使用多元统计分析来追踪伊朗Zagros地区石灰岩地形中水化学演化的过程。研究区域包括一个深的密闭含水层,上面覆盖着一个无限制的含水层。该方法涉及使用主成分分析(PCA)来评估和评估水化学演化,该化学过程基于在无限制和受限含水层中钻探的12个压力计的化学和同位素变量进行。首先,所有变量的PCA表明,在不同条件下相对于大气CO_2的水-岩相互作用是负责化学成分的主要过程。结果,Ca / TDS,SO_4 / TDS和Mg / TDS等几种比率与理化和同位素变量的组合揭示了含水层中不同的水化学演化趋势。对选择性样品和变量进行的第二次PCA分析表明,无限制样品从干季到湿季的置换遵循向河样的更新趋势,其特征在于降低电导率并增加硫酸盐和tri含量。但是,在承压含水层样本中无法追踪到刷新趋势,表明没有从河流向承压含水层补给。第三份PCA揭示,在补给期末,无侧限含水层中水样的化学成分往往彼此之间存在相当大的差异。相反,与干期结束相比,承压含水层样品在补给期间倾向于显示相似的化学组成。这种差异是由于无限制含水层(通过整个含水层表面)和受限含水层(通过有限的补给区域)的补给机制不同而引起的。

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