Analytical and Chemometric Tools: An up-to-date Tutorial with Practical Applications to Food Security and Safety

Analytical and Chemometric Tools: An up-to-date Tutorial with Practical Applications to Food Security and Safety provides a one stop tutorial in understanding the tools required for applying chemometrics to food and forensic chemistry. This book effectively updates readers on the most recent trends and results in analytical chemistry and data analysis. With a generous compilation of practical examples throughout, this book is divided into three sections: Section 1 is focused around a theoretical discussion of chemometric methods. Section 2 summarizes up-too-date targeted and untargeted analytical methods in the field of forensic science. Section 3 presents real-life case studies applied to the methods of chemometrics for food and forensic chemistry. This book is a valuable resource for chemists, forensic scientists, food scientists, students, and all those who wish to broaden their knowledge in the allied field. Application focused on bridging the gap between chemometrics and food and forensic chemistryPresents real-life case studies applied to the methods of chemometrics for food and forensic chemistryProvides broad coverage of all aspects of chemometrics, from analytical to theoretical methods INDICE: 1. Spectral data pre-processing methods and strategies2. Chromatographic Data alignment and pre-treatment3. Grasping in the darkness: exploratory analysis and unsupervised explorative methods4. Classical and cutting-edge regression methods5. Looking for significant connections: an overview on classification methods6. Unity makes strength: multi-block strategies for data analysis7. Straight to the target: Up-to-date advanced technologies for food quality control and forensic applications8. Targeted and untargeted approaches in food and forensic sciences9. A picture is worth one thousand words: multivariate and hyperspectral image analysis of complex matrices10. On the crime scene: Chemometrics for food frauds detection, quality control and other applications in food science11. On the crime scene II: Chemometrics in forensic science12. On the crime scene III: multi-block chemometrics for food frauds detection, quality control and other applications in forensic science

• ISBN: 978-0-443-21586-5
• Editorial: Elsevier
• Encuadernacion: Rústica
• Páginas: 250
• Fecha Publicación: 01/02/2025
• Nº Volúmenes: 1
• Idioma: Inglés