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Pre-selection and assessment of green organic solvents by clustering chemometric tools

Abstract

The study presents the result of the application of chemometric tools for selection of physicochemical parameters of solvents for predicting missing variables – bioconcentration factors, water-octanol and octanol-air partitioning constants. EPI Suite software was successfully applied to predict missing values for solvents commonly considered as “green”. Values for logBCF, logKOW and logKOA were modelled for 43 rather nonpolar solvents and 69 polar ones. Application of multivariate statistics was also proved to be useful in the assessment of the obtained modelling results. The presented approach can be one of the first steps and support tools in the assessment of chemicals in terms of their greenness.

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Category:
Articles
Type:
artykuł w czasopiśmie wyróżnionym w JCR
Published in:
ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY no. 147, pages 292 - 298,
ISSN: 0147-6513
Language:
English
Publication year:
2018
Bibliographic description:
Tobiszewski M., Nedyalkova M., Madurga S., Pena-Pereira F., Namieśnik J., Simeonov, V.: Pre-selection and assessment of green organic solvents by clustering chemometric tools// ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY. -Vol. 147, (2018), s.292-298
DOI:
Digital Object Identifier (open in new tab) 10.1016/j.ecoenv.2017.08.057
Verified by:
Gdańsk University of Technology

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