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QSPR models for physicochemical properties of polychlorinated diphenyl ethers.
Sci. Total Environ. 305, 65-76 (2003)
Partial least squares regression together with 17 theoretical molecular structural descriptors was successfully used to develop QSPR models on sub-cooled liquid vapor pressures (P-L), n-octanol/water partition coefficients (K-OW) and sub-cooled liquid water solubilities (S-W,S-L) of polychlorinated diphenyl ethers (PCDEs). Only a few theoretical molecular descriptors were included in the QSPR models, including average molecular polarizability, molecular weight, total energy and standard heat of formation, which implies that intermolecular dispersive forces play an important role in governing the magnitude of P-L and K-OW. The models were tested as acceptable for prediction of P-L and K-OW by validation set. The consistency between observed and predicted values for P-L is the best, followed by K-OW and S-W,S-L. The Q(cum)(2) values of the PLS models obtained are higher than 0.95, indicating high robustness of the models. Since P-L, K-OW and S-W,S-L values for many PCDE congeners are not available, the developed models can be used for estimation.
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Publication type
Article: Journal article
Document type
Scientific Article
Keywords
QSPR; PCDEs; Physico-chemical properties; PM3; PLS
Language
english
Publication Year
2003
HGF-reported in Year
2003
ISSN (print) / ISBN
0048-9697
e-ISSN
1879-1026
Quellenangaben
Volume: 305,
Issue: 1-3,
Pages: 65-76
Publisher
Elsevier
Reviewing status
Peer reviewed
Institute(s)
Institute of Ecological Chemistry (IOEC)
PSP Element(s)
G-505100-001
Scopus ID
0037446065
Erfassungsdatum
2004-02-09