کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4412085 1307622 2010 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Quantitative structure activity relationship (QSAR) of chlorine effects on ELUMO of disinfection by-product: Chlorinated alkanes
موضوعات مرتبط
علوم زیستی و بیوفناوری علوم محیط زیست شیمی زیست محیطی
پیش نمایش صفحه اول مقاله
Quantitative structure activity relationship (QSAR) of chlorine effects on ELUMO of disinfection by-product: Chlorinated alkanes
چکیده انگلیسی

Chlorinated Alkane (CA) is one of the major classes of Disinfection By-Products (DBPs) in chlorinated drinking water. Multi-multivariate regression methods have been used to develop Quantitative Structure-Activity Relationship (QSAR) models between the Energy of the Lowest Unoccupied Molecular Orbital (ELUMO) and three molecular descriptors: namely, number of chlorine (NCl), number of carbon (NC) and the Energy of the Highest Occupied Molecular Orbital (EHOMO). Among different linear QSAR models, the most robust model is ELUMO = −0.1474NCl – 0.003766NC + 1.9528EHOMO + 1.0664 (N = 30, R2 = 0.956, F = 188.498, RMSE = 0.00762, P = 0.000). The model is validated by using internal and external cross validation techniques. The model uncertainties are also quantified through the Bootstrapping and the Taylor methods. Among all the molecular descriptors, number of chlorine (NCl) contributes to the most to the ELUMO of chlorinated alkanes.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Chemosphere - Volume 78, Issue 7, February 2010, Pages 914–921
نویسندگان
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