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Chemometrics and Cheminformatics in Aquatic Toxicology
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Chemometrics and Cheminformatics in Aquatic Toxicology
$46399
Unit price
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Book Hero Magic created this recommendation. While it's new and still learning, it may not be perfect - your feedback is welcome! IS THIS YOUR NEXT READ?
Book Hero Magic formatted this description to make it easier to read. While it's new and
still learning, it may not be perfect - your
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Description
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 modelling 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 modelling 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.
Book Details
INFORMATION
ISBN: 9781119681595
Publisher: John Wiley & Sons Inc
Format: Hardback
Date Published: 14 January 2022
Country: United States
Imprint: John Wiley & Sons Inc
Audience: Professional and scholarly
DIMENSIONS
Spine width: 10.0mm
Width: 10.0mm
Height: 10.0mm
Weight: 454g
Pages: 592
Collections
About the Author
Kunal Roy, PhD, is Professor in the Department of Pharmaceutical Technology in Jadavpur University in Kolkata, India. He is a recipient of the Commonwealth Academic Staff Fellowship and the Marie Curie International Incoming Fellowship. His research focus is on the quantitative structure-activity relationship and chemometric modeling, with applications in drug design and ecotoxicological modeling.
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