Yan Chunli, Chen Jingwen, Huang Liping, Ding Guanghui, Huang Xiaoying
Department of Environmental Science and Technology, Dalian University of Technology, Linggong Road 2, Dalian Liaoning Province 116024, PR China.
Chemosphere. 2005 Dec;61(10):1523-8. doi: 10.1016/j.chemosphere.2005.04.037. Epub 2005 Jun 8.
Polyparameter linear free energy relationships (LFERs) on rate constants (kOH) for gas-phase reactions of hydroxyl radicals with polycyclic aromatic hydrocarbons (PAHs) and polychlorinated dibenzo-p-dioxins and dibenzofurans (PCDD/Fs) were developed. Quantum chemical descriptors and partial least squares (PLS) regression were used for model development. Acenaphthylene was found to be an outlier and was excluded in the final model development. The cumulative variance of the dependent variable explained by the PLS components and determined by cross-validation (Q2(cum)), for the optimal model, is 0.97, indicating good robustness and predictive power of the model. The main molecular structural factor governing kOH values of PAHs and PCDD/Fs is molecular ability to donate electrons, as described by the energy of the highest occupied molecular orbital (E(HOMO)), the average of net atomic charges on hydrogen atoms (qH(+)), and the average of net atomic charges on carbon atoms (qC). PAH and PCDD/F molecules with high E(HOMO) and low qH(+) and qC values tend to have high log kOH values. The LFER model indicates the temperature dependence of log kOH is weak.
建立了关于羟基自由基与多环芳烃(PAHs)以及多氯二苯并 - 对 - 二噁英和二苯并呋喃(PCDD/Fs)气相反应速率常数(kOH)的多参数线性自由能关系(LFERs)。量子化学描述符和偏最小二乘法(PLS)回归用于模型开发。苊烯被发现是一个异常值,并在最终模型开发中被排除。对于最优模型,由PLS成分解释并通过交叉验证确定的因变量累积方差(Q2(cum))为0.97,表明该模型具有良好的稳健性和预测能力。如最高占据分子轨道能量(E(HOMO))、氢原子净原子电荷平均值(qH(+))以及碳原子净原子电荷平均值(qC)所描述的那样,决定PAHs和PCDD/Fs的kOH值的主要分子结构因素是分子的电子给予能力。具有高E(HOMO)以及低qH(+)和qC值的PAH和PCDD/F分子往往具有高的log kOH值。LFER模型表明log kOH对温度的依赖性较弱。