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Chemometrics
Data Treatment and Applications
- 1st Edition - June 26, 2024
- Editors: Fabiano André Narciso Fernandes, Sueli Rodrigues, Elenilson Godoy Alves Filho
- Language: English
- Paperback ISBN:9 7 8 - 0 - 4 4 3 - 2 1 4 9 3 - 6
- eBook ISBN:9 7 8 - 0 - 4 4 3 - 2 1 5 0 3 - 2
Chemometrics: Data Treatment and Applications demonstrates best practices for treating real-world analytical instrument data and how to apply chemometrics to this data. Rather th… Read more
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Request a sales quoteChemometrics: Data Treatment and Applications demonstrates best practices for treating real-world analytical instrument data and how to apply chemometrics to this data. Rather than focusing on the mathematical theory involved in chemometrics, the book is meant for the industrial chemist, academics, and advanced students that want to use chemometrics in practice. Case studies on several applications are presented. Unlike existing literature, this book focuses on best practices, practical realities, and challenges when treating data, rather than on the mathematical theory. It also provides basic information on chemometrics and the best practices used to treat data from different analytical instruments.
The book is written primarily for analytic chemists as practitioners in analytical laboratories and other industries. It will also be useful to academics and graduate, masters and postdoc students chiefly working in analytical chemistry who want to improve the practical aspects of their research activities.
- Presents topical and important chapters for the most-used analytical instruments
- Focuses on practical issues in the implementation of chemometrics
- Examines advances in the application of chemometrics in several fields
- Includes frank perspectives on what works well for the data of a certain analytical instrument given the multiple choices of mathematical models and protocols that can be applied
- Covered protocols are heavily illustrated with case studies showing their potential use and the advances in chemometrics
Analytic chemists as practitioners in analytical laboratories and other industries, academics and graduate, masters and postdoc students chiefly working in analytical chemistry who want to improve the practical aspects of their research activities, those working in industrial sectors including chemical engineering, pharmaceutics, biotechnology, mechanical industry, food engineering and chemistry, and materials science
1 Introduction
Fabiano André Narciso Fernandes, Elenilson Godoy Alves Filho and Sueli Rodrigues
2 Relevant topics in the interpretation of chemometric data
Edenir Pereira-Filho and Fabiola Pereira
3 Experimental design for chemometrics: best practices
Fabiano André Narciso Fernandes
4 Hyperspectral imaging combined with chemometrics
Marlon M. Reis and Mahmoud Al-Sarayreh
SECTION 2 CHEMICAL ANALYSIS APPROACHES
5 Hyperspectral imaging applications
Guilherme Post Sabin, Frederico Luis Felipe Soares, Daniel Lucas Dantas De Freitas, Hanna Vitoria de Oliveira Silva, Carollina de Melo Molinari Ortiz, Antunes, Eslam Ahmed Mohamed, Carlos Alberto Teixeira, Camila Assis, Victor Gustavo Kelis Cardoso and Marcos Volochen
6 Near infrared (NIR) and fourier transform infrared (FTIR) spectroscopy combined with chemometrics for agrifood products analysis
Rohman Abdul, Listanti Riana and Lumakso Fajar Aji
7 NMR combined with chemometrics
Yulia Monakhova and Bernd Diehl
8 Olfactometry combined with chemometrics
Ruyan Hou, Ge Jin and Chuanjian Cui
9 Raman spectroscopy combined with chemometrics
Akanksha Sharma and Vishal Sharma
10 Sensors and chemometrics
Fabio Zaza
SECTION 3 APPLICATIONS
11 Food adulteration
Daniel Cozzolino, Buddhi Dayananda and James Chapman
12 Forensics
Taniya Arora and Vishal Sharma
13 Chemical tools and chemometrics to uncover geographical indication
Thanit Praneenararat, Kanet Wongravee, Worakan Chutakool and Nathathip Yindeethirathana
14 Heavy metals
R.J. Delgado Macuil, D. Santos Ubaldo, R. Zamudio Cañas and V. Lopez Gayou
15 Metabolite identification
Elenilson Godoy Alves Filho, Kirley Canuto, Natalia Martins, Marcos Viana, Marcelino Guedes, Iago Nova, Nilce Gramosa, Edilberto Silveira and Lorena Mara Silva
16 Chemometrics on pharmaceuticals
Rubén Mariano Maggio, Silvana Edit Vignaduzzo and Marina Antonio
17 Water pollution and contaminants
Fabiano André Narciso Fernandes
18 Clinical diagnostics coupled to chemometrics
João Guilherme de Moraes Pontes, Natasa Avramovic,Marcelo Martins Sena and Ljubica Tasic
19 Principal component analysis, a more intuitive viewpoint
Etelvino Henrique Novotny
- No. of pages: 562
- Language: English
- Edition: 1
- Published: June 26, 2024
- Imprint: Elsevier
- Paperback ISBN: 9780443214936
- eBook ISBN: 9780443215032
FF
Fabiano André Narciso Fernandes
SR
Sueli Rodrigues
EF