A Chemometrics Guide for Chromatographers

Volume 34
Erscheinungsjahr 2027
ISBN: 978-0-444-53251-0
Verlag: Elsevier Science

Buch, Englisch, 460 Seiten, Format (B × H): 159 mm x 241 mm

A Chemometrics Guide for Chromatographers, Volume 33 in the Data Handling in Science and Technology series, helps bring chemometrics and statistics to the chromatographic field, with the aim of making the statistical tools understandable and useful for this community. There are excellent textbooks about chemometrics and chromatography available on the market, but none are devoted solely to bringing both fields together in a simple language. The nature of the data arising from chromatography deserves special attention (e.g., data alignment, hyphenation or two-dimensional chromatography) and is thoroughly covered in this comprehensive resource, along with other specialized chapters.

Over recent decades, chemometricians have been busy developing algorithms and smart statistical techniques to (i) Optimize analytical instruments and (ii) Extract the maximum information out of the data generated by the instruments. It is no longer possible for separation scientists and chemometricians to work in isolation, as both spheres of knowledge must go hand-in-hand.

Zielgruppe

The chromatographic community will be the main target for this book. The aim is to bring chemometric tools to chromatographers as there is a growing need for synergy between these scientific areas. As well as being applicable for students and researchers in both chemometrics and chromatography, this book will be of interest to workers in the pharmaceutical, oil and food industry. In research, life sciences and drug discovery is an example of a target area.

Autoren/Hrsg.

Vivo-Truyols, Gabriel

Fachgebiete

• Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Lebensmitteltechnologie und Getränketechnologie
• Naturwissenschaften Chemie Analytische Chemie
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizinische Fachgebiete Pharmakologie, Toxikologie

Inhaltsverzeichnis

1. Introduction to chemometrics
2. Introduction to chromatography
3. Chromatographic system optimisation (efficiency, time, and peak capacity optimisation)
4. Chromatographic selectivity optimisation (retention time optimisation)
5. Signal pre-processing in chromatography
6. Peak detection and quantitification of resolved peak
7. Peak fitting with single-channel detection
8. Peak resolution for multi-channel detection
9. Chemometrics and two-dimensional chromatography with single channel detection
10. Chemometrics and two-dimensional chromatography and multichannel detection
11. Fingerprinting and pattern recognition in chromatography
12. Appendix

Über Autor(innen)

Vivo-Truyols, Gabriel
Gabriel Vivo-Truyols is a Scientific Researcher at the Spanish Council for Scientific Research, Madrid, Spain. He has worked as a freelancer providing consultancy and algorithm design in data treatment for the chemical industry.