Pollution risk evaluation of groundwater wells based on stochastic and deterministic simulation of aquifer lithology

IF 6.2 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
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引用次数: 0

Abstract

Groundwater pollution risk evaluation is an important basis for developing groundwater protection measures and management strategies, and its accuracy directly affects the effectiveness of protection measures. The heterogeneity of the aquifer significantly affects the transport process of pollutants, increasing the uncertainty of pollutant risk assessment. However, in the actual site, borehole data that reveal aquifer heterogeneity are costly, and only a limited number of borehole data are available, which cannot accurately describe the heterogeneity of the aquifer, thus limiting the accuracy of groundwater pollution risk assessment. In order to overcome the above problems, this paper proposes a groundwater pollution risk assessment framework based on the stochastic and deterministic simulation of aquifer lithology. Based on the statistical characteristics of the change of lithology type in the actual borehole, the framework uses Markov chain to generate some sets of random lithology field and transforms them into heterogeneity parameter field, so as to realize the stochastic assessment of the pollution risk of groundwater resource wells. Furthermore, combined with the pumping test data, the parameter field that is most suitable for the actual situation is selected to evaluate the pollution risk deterministically. Finally, the stochastic and deterministic results are combined to comprehensively evaluate the pollution risk of groundwater resource wells. Through a case study in a river valley plain, the feasibility of the above framework is verified, and good application effects are achieved. This study provides a feasible method for accurately assessing groundwater pollution risk, which is helpful to reduce the impact of uncertain factors on pollution risk assessment, and thus provides a more reliable basis for groundwater management and decision-making.

基于含水层岩性随机和确定模拟的地下水井污染风险评估
地下水污染风险评估是制定地下水保护措施和管理策略的重要依据,其准确性直接影响到保护措施的有效性。含水层的异质性严重影响污染物的迁移过程,增加了污染物风险评估的不确定性。然而,在实际现场,揭示含水层异质性的钻孔数据成本较高,且可获得的钻孔数据数量有限,无法准确描述含水层的异质性,从而限制了地下水污染风险评估的准确性。为了克服上述问题,本文提出了基于含水层岩性随机和确定模拟的地下水污染风险评估框架。该框架根据实际井眼岩性类型变化的统计特征,利用马尔科夫链生成若干组随机岩性场,并将其转化为异质性参数场,从而实现对地下水资源井污染风险的随机评估。此外,结合抽水试验数据,选择最适合实际情况的参数场,对污染风险进行确定性评估。最后,将随机结果和确定性结果相结合,综合评价地下水资源井的污染风险。通过对某河谷平原的案例研究,验证了上述框架的可行性,并取得了良好的应用效果。该研究为准确评估地下水污染风险提供了一种可行的方法,有利于降低不确定因素对污染风险评估的影响,从而为地下水管理和决策提供更可靠的依据。
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来源期刊
CiteScore
12.10
自引率
5.90%
发文量
1234
审稿时长
88 days
期刊介绍: Ecotoxicology and Environmental Safety is a multi-disciplinary journal that focuses on understanding the exposure and effects of environmental contamination on organisms including human health. The scope of the journal covers three main themes. The topics within these themes, indicated below, include (but are not limited to) the following: Ecotoxicology、Environmental Chemistry、Environmental Safety etc.
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