基于HDXRF和ICP-MS的黔西北土壤重金属空间分布及影响因素研究
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X833

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国家自然科学基金项目(42067028)和贵州省科技计划项目(黔科合后补助[2020]3001)资助。


Spatial Distribution of Soil Heavy Metal Contents and Influencing Factors in Northwest of Guizhou Based on HDXRF and ICP-MS
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    摘要:

    高精度X射线荧光光谱仪(HDXRF)是一种准确度较高的金属元素快速检测仪器。本研究将HDXRF法与电感耦合等离子体质谱(ICP-MS)法进行对比研究,探究HDXRF法在土壤重金属调查评估中的适用性。选取威宁县黑石头镇某地为研究区,基于地理探测器,以土壤理化性质(pH、有机质、CEC、黏粒、粉粒、砂粒)和地形因素(高程、坡度、坡向)9个因子为自变量,重金属(Cd、Pb、Zn、Cr、Cu、Ni)含量为因变量,分析两种检测方法下耕地土壤重金属空间分布规律及其影响因素。结果表明:6种重金属的HDXRF法与ICP-MS法检测值均服从正态分布,两种方法检测得到的土壤重金属在耕层和剖面的分布规律基本一致,从数据统计上看,仅HDXRF法Cu的值比ICP-MS法高约16%,其他元素无显著差异。HDXRF法与ICP-MS法所测相同重金属间均存在极显著正相关关系(P<0.01),与各影响因子间相关性分析结果基本一致,Cd、Pb、Zn、Ni与土壤理化性质,Cr与土壤理化性质、高程和坡向,Cu与CEC和高程间均存在极显著相关关系(P<0.01)。地理探测器交互探测结果显示,影响因子间交互作用均显示增强效应,pH、有机质、CEC与其他影响因子间交互作用是土壤Cd、Pb、Zn空间分异的主导因素,土壤Cr、Cu、Ni的空间分异是土壤理化性质和地形因素共同作用的结果,交互作用q值在0.200~0.700。综上,HDXRF法土壤重金属检测值的准确度和精密度较高,土壤重金属空间分布规律及影响因素与ICP-MS法结果一致,可用于土壤重金属的快速检测与评估。后续,可通过建立其与土壤pH、有机质、CEC和地形因子等的变量模型与ICP-MS法检测结果进行系统校正。

    Abstract:

    Identifying the factors influencing heavy metal contents in soil could reveal the pollution sources of heavy metals, and can lead to pollution mitigation opportunities. In this study, Heishitou Town in Weining County was selected as the study area, the inductively coupled plasma mass spectrometry (ICP-MS) and high-definition X-ray fluorescence spectrometer (HDXRF) were used to determine soil heavy metal contents, and then the spatial distribution and influencing factors (including soil topographic factors and soil physiochemical properties) of soil heavy metals were analyzed in order to explore the applicability of HDXRF in assessing soil heavy metal pollution. The results show that both the contents of Cd, Pb, Zn, Cr, Cu and Ni determined by HDXRF and ICP-MS follow the normal distribution. Cu determined by HDXRF is about 16% higher than by ICP-MS, no significant difference is found in the determined contents of other elements but a significant correlation between the same heavy metals by ICP-MS and HDXRF, with the correlation coefficient ranged from 0.702 to 0.940 (P<0.01), and the similar results are found between the contents by ICP-MS and HDXRF and the influencing factors, in which, Cd, Pb, Zn, Ni significantly correlated with soil physiochemical properties, Cr significantly correlated with soil physiochemical properties, slope aspect and elevation, and Cu significantly correlated with cation exchange capacity (CEC) and elevation (P<0.01). The interactive detection results of geographical detector show that the interaction of influence factors has enhancement effect, the interaction between pH, organic matter, CEC and other factors are the dominant factors for the spatial differentiation of Cd, Pb and Zn, while spatial differentiation of Cr, Cu and Ni are resulted from soil physiochemical properties and terrain, with interaction value from 0.200 to 0.700. In conclusion, the accuracy and precision of HDXRF is good, and the spatial distribution of soil heavy metals is greatly influenced by the interaction of topography and soil physiochemical properties. HDXRF can be used for rapid detection and assessment of soil heavy metals, the variable models related to soil pH, organic matter and topographic factors should be established to correct systematically the results by ICP-MS.

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梅雪,刘鸿雁,吴龙华,罗雅雪,张秋野,敬鹏,FAUSTINO Dinis,宋硙.基于HDXRF和ICP-MS的黔西北土壤重金属空间分布及影响因素研究[J].土壤,2023,55(2):399-408. MEI Xue, LIU Hongyan, WU Longhua, LUO Yaxue, ZHANG Qiuye, JING Peng, FAUSTINO Dinis, SONG Wei. Spatial Distribution of Soil Heavy Metal Contents and Influencing Factors in Northwest of Guizhou Based on HDXRF and ICP-MS[J]. Soils,2023,55(2):399-408

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  • 收稿日期:2022-09-26
  • 最后修改日期:2022-11-04
  • 录用日期:2022-11-07
  • 在线发布日期: 2023-04-20
  • 出版日期: