Relation between air and soil pollution based on statistical analysis and interpolation of Nickel (Ni) and Lead (Pb): Case study of Zagreb, Croatia

IF 2.8 Q2 MINING & MINERAL PROCESSING Mining of Mineral Deposits Pub Date : 2023-06-30 DOI:10.33271/mining17.02.112
Nikolina Račić, T. Malvić
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Abstract

Purpose. This paper focuses on the comparison of Ni and Pb concentrations in air and soil pollution in the Zagreb area. Due to the very limited amount of publicly available data from soil analysis samples, 2016 and 2019 were chosen as the best possible indicators of related changes in metal concentrations in soil and air. Methods. Testing the normality of Ni and Pb concentrations in the total deposited matter (TDM) confirmed the feasibility of using two parametric statistical tools – the Pearson correlation coefficient and the t-test. The Inverse Distance Weighting (IDW) interpolation method was selected as the best approach for a small number of measurements. Findings. The insufficient amount of data is the main shortcoming for urban health policy in a large area like Zagreb. The small number of air measurement stations and especially soil sampling sites cannot lead to any reliable conclusions about urban pollutants, their activity over time and direct links to soil toxic degradation based on statistical or geological methods and analyses. However, there is no doubt that urban pollution sources fill the soil with accumulated toxic elements such as Ni and Pb, especially in suburban areas located along the paths of the dominant wind directions. Originality. This is an original research that for the first time statistically analyzes and maps publicly available air and soil pollution data for the period 2016-2019. Practical implications. This research is a necessary step in determining the future planning of air and soil measurement stations in the Zagreb urban area.
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基于镍(Ni)和铅(Pb)统计分析和插值的空气与土壤污染关系:以克罗地亚萨格勒布为例
意图本文重点比较了萨格勒布地区空气和土壤污染中Ni和Pb的浓度。由于土壤分析样本的公开可用数据非常有限,2016年和2019年被选为土壤和空气中金属浓度相关变化的最佳指标。方法。通过测试总沉积物质(TDM)中Ni和Pb浓度的正态性,证实了使用两种参数统计工具——Pearson相关系数和t检验——的可行性。反距离加权(IDW)插值方法被选为少数测量的最佳方法。调查结果。数据量不足是萨格勒布等大地区城市卫生政策的主要缺陷。少量的空气测量站,特别是土壤采样点,无法根据统计或地质方法和分析得出任何关于城市污染物、其随时间的活动以及与土壤毒性退化的直接联系的可靠结论。然而,毫无疑问,城市污染源使土壤中积累了Ni和Pb等有毒元素,尤其是位于主导风向路径沿线的郊区。独创性这是一项原创研究,首次对2016-2019年期间公开的空气和土壤污染数据进行统计分析和绘制。实际意义。这项研究是确定萨格勒布市区未来空气和土壤测量站规划的必要步骤。
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来源期刊
Mining of Mineral Deposits
Mining of Mineral Deposits MINING & MINERAL PROCESSING-
CiteScore
5.20
自引率
15.80%
发文量
52
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