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Kunal Roy - Chemometrics and Cheminformatics in Aquatic Toxicology

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Chemometrics and Cheminformatics in Aquatic Toxicology: summary, description and annotation

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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.

Youll learn about a variety of aquatic toxicity databases and chemometric software tools and webservers as well as practical examples of model development, including illustrations. Youll also find case studies and literature reports to round out your understanding of the subject. Finally, youll 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.

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Chemometrics and Cheminformatics in Aquatic Toxicology — read online for free the complete book (whole text) full work

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Table of Contents List of Tables Chapter 1 Chapter 2 Chapter 4 Chapter - photo 1
Table of Contents
List of Tables
  1. Chapter 1
  2. Chapter 2
  3. Chapter 4
  4. Chapter 6
  5. Chapter 7
  6. Chapter 8
  7. Chapter 9
  8. Chapter 10
  9. Chapter 12
  10. Chapter 13
  11. Chapter 14
  12. Chapter 15
  13. Chapter 16
  14. Chapter 17
  15. Chapter 19
  16. Chapter 20
  17. Chapter 21
  18. Chapter 22
  19. Chapter 23
  20. Chapter 24
  21. Chapter 25
  22. Chapter 26
  23. Chapter 27
  24. Chapter 28
List of Illustrations
  1. Chapter 2
  2. Chapter 5
  3. Chapter 6
  4. Chapter 7
  5. Chapter 8
  6. Chapter 10
  7. Chapter 11
  8. Chapter 12
  9. Chapter 13
  10. Chapter 14
  11. Chapter 17
  12. Chapter 18
  13. Chapter 20
  14. Chapter 21
  15. Chapter 22
  16. Chapter 23
  17. Chapter 24
  18. Chapter 26
  19. Chapter 27
  20. Chapter 28
Guide
Pages
Chemometrics and Cheminformatics in Aquatic Toxicology

Edited by

Kunal Roy

Professor in the Department of Pharmaceutical Technology
Jadavpur University
Kolkata, India

This first edition first published 2022 2022 John Wiley Sons Inc - photo 2

This first edition first published 2022 2022
John Wiley & Sons, Inc.

Edition History
All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording or otherwise, except as permitted by law. Advice on how to obtain permission to reuse material from this title is available at http://www.wiley.com/go/permissions .

The right of Kunal Roy to be identified as the author of this work has been asserted in accordance with law.

Registered Office(s)
John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, USA

John Wiley & Sons Ltd, The Atrium, Southern Gate, Chichester, West Sussex, PO19 8SQ, UK
WileyVCH Verlag GmbH & Co. KGaA, Boschstr. 12, 69469 Weinheim, Germany
John Wiley & Sons Singapore Pte. Ltd, 1 Fusionopolis Walk, #0701 Solaris South Tower, Singapore 138628

Editorial Office
111 River Street, Hoboken, NJ 07030, USA

For details of our global editorial offices, customer services, and more information about Wiley products visit us at www.wiley.com .

Wiley also publishes its books in a variety of electronic formats and by printondemand. Some content that appears in standard print versions of this book may not be available in other formats.

Limit of Liability/Disclaimer of Warranty
In view of ongoing research, equipment modifications, changes in governmental regulations, and the constant flow of information relating to the use of experimental reagents, equipment, and devices, the reader is urged to review and evaluate the information provided in the package insert or instructions for each chemical, piece of equipment, reagent, or device for, among other things, any changes in the instructions or indication of usage and for added warnings and precautions. While the publisher and authors have used their best efforts in preparing this work, they make no representations or warranties with respect to the accuracy or completeness of the contents of this work and specifically disclaim all warranties, including without limitation any implied warranties of merchantability or fitness for a particular purpose.

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