首页> 外文期刊>International journal of environmental analytical chemistry >RANKING AND CLASSIFICATION OF NON-IONIC ORGANIC PESTICIDES FOR ENVIRONMENTAL DISTRIBUTION: A QSAR APPROACH
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RANKING AND CLASSIFICATION OF NON-IONIC ORGANIC PESTICIDES FOR ENVIRONMENTAL DISTRIBUTION: A QSAR APPROACH

机译:非离子有机农药在环境分布中的排名和分类:一种QSAR方法

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摘要

The partitioning of pesticides into different environmental compartments depends mainly on the physico-chemical properties of the studied chemical. To rank pesticides according to their distribution tendency in various media, we propose a combination of two multivariate approaches: Principal Component Analysis and Hierarchical Cluster Analysis. In such explorative methods we take into account physico-chemical properties like the organic carbon partition coefficient (K_(oc)), the n-octanol/water partition coefficient (K_(ow)), water solubility (S_w), vapour pressure (VP) and Henry's law constant (H), being the more relevant to the determination of environmental partitioning. The 54 studied pesticides of various chemical categories are thus ranked in 4 a priori classes according to their environmental behaviour (sorbed, soluble, volatile and non-volatile/medium class) and finally assigned to the defined four classes by different classification methods (CART, K-NN, RDA) using theoretical molecular descriptors. This QSPR approach allows a rapid indication of the environmental distribution of pesticides starting only from their molecular structure.
机译:将农药分配到不同的环境区域主要取决于所研究化学物质的物理化学性质。为了根据农药在各种介质中的分布趋势对农药进行分级,我们提出了两种多元方法的组合:主成分分析和层次聚类分析。在这种探索性方法中,我们考虑了理化性质,例如有机碳分配系数(K_(oc)),正辛醇/水分配系数(K_(ow)),水溶性(S_w),蒸气压(VP )和亨利定律常数(H),与环境分区的确定更相关。因此,对54种研究过的各种化学农药进行了分类,根据它们的环境行为(吸附,可溶性,挥发性和非挥发性/中等类别)划分为4个优先等级,最后通过不同的分类方法(CART, K-NN,RDA),使用理论分子描述符。这种QSPR方法可仅从农药的分子结构开始快速指示农药的环境分布。

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