机构地区:[1]北京市水利科学研究所,北京100048 [2]北京市非常规水资源与节水工程技术研究中心,北京100048
出 处:《农业工程学报》2013年第4期165-173,共9页Transactions of the Chinese Society of Agricultural Engineering
基 金:水利部公益项目-东南郊水网再生水利用对地下水影响的研究(201101051);北京市科技新星计划课题-农业再生水灌溉技术研究(2008B44);国家863计划灌区土壤环境质量与生态风险评价技术研究(2012AA101404-1)
摘 要:该文探讨了地统计学插值模型应用于土壤重金属污染评价的适用条件,分析了北野场污灌区土壤重金属的正态分布特征和主导分布趋势,提出了不同重金属因子适宜的地统计插值模型。结果表明:土壤重金属空间变异系数处于12%~37%之间,整体变异性不大;Pb、Cd等因子的块金效应分别为0.90、0.87,空间相关性较弱,受人为随机因素的影响较大,As、Cr、Zn、Cu值等因子的块金效应分别为0.52、0.51、0.51和0.46,空间相关性中等,受人为随机因素和空间结构因素的共同作用,Hg和Ni的块金效应分别为0.253和0.06,空间相关性较强,受空间结构性因素的影响较大,可能受原生地质的影响较大。污灌区重金属含量存在增加趋势,灌区土壤重金属含量自北向南总体呈现较少趋势,这与灌区上下游灌溉保证率不同有关,表明长期污水灌溉可导致土壤重金属富集,但与全国其他污灌区相比,北野场污灌区土壤重金属污染相对较轻,应加强污水处理利用避免土壤重金属污染。Based on geostatistical methods and analysis module of ArcGIS, this paper discussed applicable conditions of Geostatistical interpolation for evaluating soil heavy metal pollution. Taken Bei Yechang wastewater irrigation district as research subject, the spatial distribution characteristics and global trends of heavy metals were analyzed in order to propose appropriate geostatistical interpolation models. The results showed that average heavy meal contents of As, Hg, Cd, Cr, Cu, Pb, Zn and Ni in Bei Yechang wastewater irrigation district were lower than the first class limit values of soil environment quality standard, and increased by 11.5%, 207.7%, 18.7%, 25%, 39.2% and 21.3% compared with soil background values. The contents of heavy metals varied from -4.6% to 10.4% compared with the same research in 1978. The spatial coefficient of variation varies from 12% to 37% with no significant spatial variation. By the histogram module of ArcGIS geostatistical analyst tool, Hg in soil was normally distributed; Cd approximately closed to the normal distributed by log transformation, while the contents of As, Cr, Cu, Pb, Zn, Ni were not normal distributed. Ordinal kriging interpolation model and Ordinal kriging interpolation model with log transformation were proper for the spatial interpolation for the content of Hg, Cd in Bei Yechang wastewater irrigation district, and universal kriging interpolation model were proper for the spatial interpolation for the content of Zn, Ni, while contents of the other facts in Bei Yechang wastewater irrigation district should choose the disjunctive kriging interpolation model. The nugget effects of Pb and Cd were 0.90 and 0.87 with weak spatial variation, respectively, indicating Pb and Cd were influenced by artificial random factors. The nugget effect values of As, Cr, Zn and Cu in Bei Yechang wastewater irrigation district were 0.52, 0.51, 0.51 and 0.46 with medium spatial variation, respectively, indicating As, Cr, Zn and Cu were influenced by the combined effects of artificial ran
关 键 词:土壤 重金属 灌溉 地统计学 空间结构 变异函数
分 类 号:Q689[生物学—生物物理学] S129[农业科学—农业基础科学]
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