vbid/9781119681601

Description

Explore chemometric and cheminformatic techniques and tools in aquatic toxicology� Chemometrics and Cheminformatics in Aquatic Toxicology�delivers�an exploration of the existing and emerging problems of contamination of the aquatic environment�through various metal and organic pollutants, including industrial chemicals, pharmaceuticals, cosmetics, biocides, nanomaterials, pesticides, surfactants, dyes, and more.�The book discusses different chemometric and cheminformatic tools for non-experts and their application to the analysis and modeling of toxicity data of chemicals to various aquatic organisms.�� You�ll learn about a variety of aquatic toxicity databases and chemometric software tools and webservers as well as practical examples of model development, including illustrations.�You�ll also find case studies and literature reports to round out your understanding of the subject.�Finally, you�ll learn about tools and protocols including machine learning, data mining, and QSAR and ligand-based chemical design methods.�� Readers will also benefit from the inclusion of:� A thorough introduction to�chemometric and cheminformatic tools and techniques, including machine learning and data mining� An exploration of�aquatic toxicity databases, chemometric software tools, and webservers� Practical examples and case studies to highlight and illustrate the concepts contained within the book� A concise treatment of�chemometric and cheminformatic tools and their application to the analysis and modeling of toxicity data�� Perfect for researchers and students in chemistry�and the environmental and pharmaceutical sciences,�Chemometrics and Cheminformatics in Aquatic Toxicology�will also earn a place in the libraries of professionals in the chemical industry and regulators whose�work involves chemometrics.�Typham this is the title: Chemometrics and Cheminformatics in Aquatic Toxicology 1st Edition