Ranking of volatile organic compounds for tropospheric degradability by oxidants: A QSPR approach

The limited availability and variability of data related to atmospheric degradation reaction is a very relevant issue in studies related to environmental fate and behavior of chemicals. For screening purposes, the experimental data of the oxidation rate constants for the reactions with the radicals OH, NO 3 and with ozone of 65 heterogeneous organic compounds were explored by Principal Component Analysis: a ranking of volatile organic chemicals (VOC) according to their relative overall atmospheric degradability and an atmospheric persistence index (ATPIN) is proposed. This index has been modeled by theoretical molecular descriptors to obtain MLR models with high predictive power, both internally and externally validated, and the definition of chemical domain applicability. This procedure allows a fast ranking of VOCs according to their tendency to be degraded by atmospheric oxidants, starting only from the knowledge of their molecular structure.

[1]  Roger Atkinson,et al.  Gas-Phase Tropospheric Chemistry of Volatile Organic Compounds: 1. Alkanes and Alkenes , 1997 .

[2]  S. Wold,et al.  Statistical Validation of QSAR Results , 1995 .

[3]  Roberto Todeschini,et al.  Structure/Response Correlations and Similarity/Diversity Analysis by GETAWAY Descriptors, 1. Theory of the Novel 3D Molecular Descriptors , 2002, J. Chem. Inf. Comput. Sci..

[4]  Paola Gramatica,et al.  Structure/Response Correlations and Similarity/Diversity Analysis by GETAWAY Descriptors, 2. Application of the Novel 3D Molecular Descriptors to QSAR/QSPR Studies , 2002, J. Chem. Inf. Comput. Sci..

[5]  Aleksandar Sabljic,et al.  Predicting the night-time NO3 radical reactivity in the troposphere , 1990 .

[6]  R. Todeschini,et al.  The WHIM Theory: New 3D-molecular descriptors for QSAR in environmental modelling , 1997 .

[7]  H. Güsten,et al.  Predicting the abiotic degradability of organic pollutants in the troposphere , 1999 .

[8]  Paola Gramatica,et al.  QSAR Prediction of Ozone Tropospheric Degradation , 2003 .

[9]  Philip H. Howard,et al.  Computer estimation of the Atmospheric gas-phase reaction rate of organic compounds with hydroxyl radicals and ozone , 1993 .

[10]  Paola Gramatica,et al.  The Importance of Being Earnest: Validation is the Absolute Essential for Successful Application and Interpretation of QSPR Models , 2003 .

[11]  B. Lamb,et al.  Natural emissions of non-methane volatile organic compounds, carbon monoxide, and oxides of nitrogen from North America , 2000 .

[12]  H. Güsten Degradation of Atmospheric Pollutants by Tropospheric Free Radical Reactions , 1997 .

[13]  B. Hicks,et al.  A review of the current status of knowledge on dry deposition , 2000 .

[14]  Peter C. Jurs,et al.  Prediction of Hydroxyl Radical Rate Constants from Molecular Structure , 1999, J. Chem. Inf. Comput. Sci..

[15]  R. Boggia,et al.  Genetic algorithms as a strategy for feature selection , 1992 .

[16]  Roberto Todeschini,et al.  Handbook of Molecular Descriptors , 2002 .

[17]  S. Weisberg Plots, transformations, and regression , 1985 .

[18]  D. Jacob Heterogeneous chemistry and tropospheric ozone , 2000 .

[19]  Roberto Todeschini,et al.  The K correlation index: theory development and its application in chemometrics , 1999 .

[20]  R. Atkinson Atmospheric chemistry of VOCs and NOx , 2000 .

[21]  R. Atkinson Kinetics and mechanisms of the gas-phase reactions of the hydroxyl radical with organic compounds , 1989 .

[22]  P. Gramatica,et al.  Classification of environmental pollutants for global mobility potential , 2002, SAR and QSAR in environmental research.

[23]  B. Finlayson‐Pitts,et al.  Atmospheric chemistry : fundamentals and experimental techniques , 1986 .

[24]  R. Atkinson Kinetics and Mechanisms of the Gas‐Phase Reactions of the NO3 Radical with Organic Compounds , 1991 .

[25]  P Gramatica,et al.  QSAR approach to POPs screening for atmospheric persistence. , 2001, Chemosphere.

[26]  W. Carter,et al.  Kinetics and mechanisms of the gas-phase reactions of ozone with organic compounds under atmospheric conditions , 1984 .

[27]  B. K. Lavine SCAN: Software for chemometric analysis , 1993 .

[28]  Paola Gramatica,et al.  QSAR study on the tropospheric degradation of organic compounds , 1999 .

[29]  Marjan Veber,et al.  Prediction of rate constants for the reaction of O3 with different organic compounds , 2001 .