Evaluation of estimation methods for organic carbon normalized sorption coefficients

被引:91
作者
Baker, JR
Mihelcic, JR
Luehrs, DC
Hickey, JP
机构
[1] CENCITT, HOUGHTON, MI USA
[2] MICHIGAN TECHNOL UNIV, HOUGHTON, MI 49931 USA
关键词
adsorption; sorption; partition coefficient K-oc; groundwater; molecular connectivity; LSER; QSAR; octanol-water;
D O I
10.2175/106143097X125281
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A critically evaluated set of 94 soil water partition coefficients normalized to soil organic carbon content (K-oc) is presented for 11 classes of organic chemicals. This data set is used to develop and evaluate K-oc estimation methods using three different descriptors. The three types of descriptors used in predicting K-oc were octanol/water partition coefficient (K-ow), molecular connectivity ((m) chi(t)), and linear solvation energy relationships (LSERs). The best results were obtained estimating K-oc from K-ow, though a slight improvement in the correlation coefficient was obtained by using a two-parameter regression with K-ow and the third order difference term from (m) chi(t). Molecular connectivity correlations seemed to be best suited for use with specific chemical classes. The LSER provided a better fit than (m) chi(t) but not as good as the correlation with K-ow. The correlation to predict K-oc from K-ow was developed for 72 chemicals; log K-oc = 0.903* log K-ow + 0.094. This correlation accounts for 91% of the variability in the data for chemicals with log K-ow ranging from 1.7 to 7.0. The expression to determine the 95% confidence interval on the estimated K-oc is provided along with an example for two chemicals of different hydrophobicity showing the confidence interval of the retardation factor determined from the estimated K-oc. The data showed that K-oc is not likely to be applicable for chemicals with log K-ow < 1.7. Finally, the K-oc correlation developed using K-ow as a descriptor was compared with three nonclass-specific correlations and two ''commonly used'' class-specific correlations to determine which method(s) are most suitable.
引用
收藏
页码:136 / 145
页数:10
相关论文
共 66 条
[1]   THE EFFECT OF ORGANIC-CARBON ON THE ADSORPTION OF FLUORENE BY AQUIFER MATERIALS [J].
ABDUL, AS ;
GIBSON, TL ;
RAI, DN .
HAZARDOUS WASTE & HAZARDOUS MATERIALS, 1986, 3 (04) :429-440
[2]  
ABDUL AS, 1987, HAZARD WASTE HAZARD, V4, P211
[3]  
[Anonymous], 1991, ANN BOOK ASTM STAND
[4]  
[Anonymous], 1993, Agrochemicals desk reference
[5]  
[Anonymous], 1989, Applied Linear Regression Models
[6]  
[Anonymous], 1992, ILLUSTRATED HDB PHYS
[7]   USE OF MOLECULAR CONNECTIVITY INDEXES TO ESTIMATE SOIL SORPTION COEFFICIENTS FOR ORGANIC-CHEMICALS [J].
BAHNICK, DA ;
DOUCETTE, WJ .
CHEMOSPHERE, 1988, 17 (09) :1703-1715
[8]  
BAKER JR, 1994, THESIS MICHIGAN TECH
[9]   GEOCHEMICAL HETEROGENEITY IN A SAND AND GRAVEL AQUIFER - EFFECT OF SEDIMENT MINERALOGY AND PARTICLE-SIZE ON THE SORPTION OF CHLOROBENZENES [J].
BARBER, LB ;
THURMAN, EM ;
RUNNELLS, DD .
JOURNAL OF CONTAMINANT HYDROLOGY, 1992, 9 (1-2) :35-54
[10]  
BINTEIN S, 1994, CHEMOSPHERE, V28, P1171, DOI 10.1016/0045-6535(94)90335-2