Chemometrics and Cheminformatics in Aquatic Toxicology

Chemometrics and Cheminformatics in Aquatic Toxicology
Author :
Publisher : John Wiley & Sons
Total Pages : 596
Release :
ISBN-10 : 9781119681595
ISBN-13 : 1119681596
Rating : 4/5 (596 Downloads)

Book Synopsis Chemometrics and Cheminformatics in Aquatic Toxicology by : Kunal Roy

Download or read book Chemometrics and Cheminformatics in Aquatic Toxicology written by Kunal Roy and published by John Wiley & Sons. This book was released on 2022-01-06 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: CHEMOMETRICS AND CHEMINFORMATICS IN AQUATIC TOXICOLOGY 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.


Chemometrics and Cheminformatics in Aquatic Toxicology Related Books

Chemometrics and Cheminformatics in Aquatic Toxicology
Language: de
Pages: 596
Authors: Kunal Roy
Categories: Science
Type: BOOK - Published: 2022-01-06 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

CHEMOMETRICS AND CHEMINFORMATICS IN AQUATIC TOXICOLOGY Explore chemometric and cheminformatic techniques and tools in aquatic toxicology Chemometrics and Chemin
Chemometrics and Chemoinformatics
Language: en
Pages: 224
Authors: Barry K. Lavine
Categories: Science
Type: BOOK - Published: 2005-11-24 - Publisher: American Chemical Society

DOWNLOAD EBOOK

Chemometrics and Chemoinformatics will provide chemists and other scientists with the fundamental knowledge on chemometrics coupled with chemoinformatics.
Applied Chemoinformatics
Language: en
Pages: 660
Authors: Thomas Engel
Categories: Science
Type: BOOK - Published: 2018-06-05 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Edited by world-famous pioneers in chemoinformatics, this is a clearly structured and applications-oriented approach to the topic, providing up-to-date and focu
Molecular Descriptors for Chemoinformatics
Language: en
Pages: 1257
Authors: Roberto Todeschini
Categories: Science
Type: BOOK - Published: 2009-10-30 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

The number-one reference on the topic now contains a wealth of new data: The entire relevant literature over the past six years has been painstakingly surveyed,
Chemoinformatics
Language: en
Pages: 611
Authors: Thomas Engel
Categories: Science
Type: BOOK - Published: 2018-12-10 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Von den Grundlagen zu Methoden - dieses Fachbuch, übersichtlich und didaktisch klar gegliedert, ist eine maßgebliche Handreichung mit allem Wissenswerten und