
Analytical and Chemometric Tools
Tutorials with Practical Applications to Food Security and Safety
by Alessandra Biancolillo
1st Edition
Publisher: Elsevier
Book Details
| Print ISBN | 9780443215865 |
| eText ISBN | 9780443215872 |
| Publisher | Elsevier |
| Publishing Year | 2026 |
| Edition | 1st Edition |
| Language | English |
| Pages | 278 |
Analytical and Chemometric Tools, 1st Edition, edited by Alessandra Biancolillo, offers a practical tutorial on chemometrics applied to food and forensic chemistry. Subtitled Tutorials with Practical Applications to Food Security and Safety, the work details analytical methods designed to support quantitative evaluation, data processing, and matrix characterization across food security and safety settings.
The main text follows an organizing logic that moves systematically from preliminary data treatment to higher-level analytical modeling. Initial chapters address spectral data pre-processing methods as well as chromatographic data alignment and pre-treatment. Later sections explore unsupervised exploratory analysis, classical and cutting-edge regression methods, and multivariate classification techniques.
By linking mathematical procedures with concrete laboratory challenges, the text demonstrates practical implementations including food fraud detection and quality control operations. This structured tutorial design provides intended instructional support and analytical utility for MSc Chemistry students, university academics, scientific researchers, and analytical chemistry practitioners.
Table of Contents
Chapter 1: Spectral data pre-processing methods and strategies
Chapter 2: Chromatographic Data alignment and pre-treatment
Chapter 3: Grasping in the darkness: exploratory analysis and unsupervised explorative methods
Chapter 4: Classical and cutting-edge regression methods
Chapter 5: Looking for significant connections: an overview on classification methods
Chapter 6: Unity makes strength: multi-block strategies for data analysis
Chapter 7: Straight to the target: Up-to-date advanced technologies for food quality control and forensic applications
Chapter 8: Targeted and untargeted approaches in food and forensic sciences
Chapter 9: A picture is worth one thousand words: multivariate and hyperspectral image analysis of complex matrices
Chapter 10: On the crime scene: Chemometrics for food frauds detection, quality control and other applications in food science
Chapter 11: On the crime scene II: Chemometrics in forensic science
Chapter 12: On the crime scene III: multi-block chemometrics for food frauds detection, quality control and other applications in forensic science
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