环境化学
张幸川,杨郭英,王遵尧,曾小兰,王连生.密度泛函方法预测二英类化合物(PCDD/Fs)的正辛醇/水分配系数[J].环境科学学报,2007,27(2):257-266
密度泛函方法预测二英类化合物(PCDD/Fs)的正辛醇/水分配系数
- Predicting lgKow of PCDD/Fs with density functional theory (DFT)
- 基金项目:国家高技术研究发展计划(973)项目(No.2003CB415002);中国博士后科学基金会资助项目(No.2003033486)
- 张幸川
- 嘉兴学院生物与化学工程院, 嘉兴 314001
- 杨郭英
- 嘉兴学院生物与化学工程院, 嘉兴 314001
- 王遵尧
- 嘉兴学院生物与化学工程院, 嘉兴 314001
- 曾小兰
- 桂林工学院材料与化学工程系, 桂林 541004
- 摘要:在B3LYP/6-31G水平上全优化计算了多氯代二苯并—对-二英和多氯代二苯并呋喃(PCDD/Fs)系列物的分子结构;基于得到的分子结构描述符,依据修正的线性溶解能理论,分别建立了PCDDs和PCDFs的正辛醇/水分配系数的定量结构-性质关系模型(R2分别为0.985和0.966),并用交叉验证法对模型进行了验证(q2分别为0.983和0.936),用t-检验对各变量进行了检验.检验结果表明,模型的预测能力优于AM1法、单苯环氯取代指数法和拓扑量子方法得出的模型.
- Abstract:Molecular geometries of polychlorinated dibenzo-p-dioxins and dibenzofurans (PCDD/Fs) were calculated by fully optimization using density functional theory (DFT) at the B3LYP/6-31G* level. Based on the modified theoretical linear solvation energy relationship model, the obtained structural parameters were used to establish quantitative structure-property relationships for n-octanol/water partition coefficients of PCDDs and PCDFs. The resulting statistics R2=0.985 and 0.966 respectively, and the leave-one-out (LOO) cross-validation statistics q2=0.983 and 0.936 respectively. The predictive ability of the obtained models are better than those obtained by using the molecular structural descriptors calculated from semi-empirical AM1, single-phenyl-ring Cl-substitution pattern index and topological quantum methods.
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