Advances of Spectrometric Techniques in Food Analysis and Food Authentication Implemented with Chemometrics

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Publisher : MDPI
ISBN 13 : 3039437097
Total Pages : 146 pages
Book Rating : 4.0/5 (394 download)

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Book Synopsis Advances of Spectrometric Techniques in Food Analysis and Food Authentication Implemented with Chemometrics by : Ioannis K. Karabagias

Download or read book Advances of Spectrometric Techniques in Food Analysis and Food Authentication Implemented with Chemometrics written by Ioannis K. Karabagias and published by MDPI. This book was released on 2020-12-23 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: Given the continuous consumer demand for products of high quality and specific origin, there is a great tendency toward the application of multiple instrumental techniques for the complete characterization of foodstuffs or related natural products. Spectrometric techniques usually offer a full and rapid screenshot of a product’s composition and properties by the determination of specific biomolecules such as sugars, minerals, polyphenols, volatile compounds, amino acids, and organic acids. The present Special Issue aimed firstly to enhance the advances of the application of spectrometric techniques such as gas chromatography coupled to mass spectrometry (GC-MS), inductively coupled plasma optical emission spectrometry (ICP-OES), isotope-ratio mass spectrometry (IRMS), nuclear magnetic resonance (NMR), Raman spectroscopy, or any other spectrometric technique, in the analysis of foodstuffs such as meat, milk, cheese, potatoes, vegetables, fruits/fruit juices, honey, olive oil, chocolate, and other natural products. An additional goal was to fill the gap between food composition/food properties/natural product properties and food/natural product authenticity, using supervised and nonsupervised chemometrics.

Advances of Spectrometric Techniques in Food Analysis and Food Authentication Implemented with Chemometrics

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Publisher :
ISBN 13 : 9783039437108
Total Pages : 146 pages
Book Rating : 4.4/5 (371 download)

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Book Synopsis Advances of Spectrometric Techniques in Food Analysis and Food Authentication Implemented with Chemometrics by : Ioannis K. Karabagias

Download or read book Advances of Spectrometric Techniques in Food Analysis and Food Authentication Implemented with Chemometrics written by Ioannis K. Karabagias and published by . This book was released on 2020 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: Given the continuous consumer demand for products of high quality and specific origin, there is a great tendency toward the application of multiple instrumental techniques for the complete characterization of foodstuffs or related natural products. Spectrometric techniques usually offer a full and rapid screenshot of a product's composition and properties by the determination of specific biomolecules such as sugars, minerals, polyphenols, volatile compounds, amino acids, and organic acids. The present Special Issue aimed firstly to enhance the advances of the application of spectrometric techniques such as gas chromatography coupled to mass spectrometry (GC-MS), inductively coupled plasma optical emission spectrometry (ICP-OES), isotope-ratio mass spectrometry (IRMS), nuclear magnetic resonance (NMR), Raman spectroscopy, or any other spectrometric technique, in the analysis of foodstuffs such as meat, milk, cheese, potatoes, vegetables, fruits/fruit juices, honey, olive oil, chocolate, and other natural products. An additional goal was to fill the gap between food composition/food properties/natural product properties and food/natural product authenticity, using supervised and nonsupervised chemometrics.

Advances of Spectrometric Techniques in Food Analysis and Authentication

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Author :
Publisher : Mdpi AG
ISBN 13 : 9783036566689
Total Pages : 0 pages
Book Rating : 4.5/5 (666 download)

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Book Synopsis Advances of Spectrometric Techniques in Food Analysis and Authentication by : Daniel Cozzolino

Download or read book Advances of Spectrometric Techniques in Food Analysis and Authentication written by Daniel Cozzolino and published by Mdpi AG. This book was released on 2023-02-17 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The reprint provides an overview of recent applications of both chemometrics and spectrometric techniques to target current issues associated with food authenticity, traceability, as well as modern approaches on the analysis of food ingredients and products.

Food Authentication

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118810244
Total Pages : 568 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Food Authentication by : Contantinos A. Georgiou

Download or read book Food Authentication written by Contantinos A. Georgiou and published by John Wiley & Sons. This book was released on 2017-02-21 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: The determination of food authenticity is a vital component of quality control. Its importance has been highlighted in recent years by high-profile cases in the global supply chain such as the European horsemeat scandal and the Chinese melamine scandal which led to six fatalities and the hospitalisation of thousands of infants. As well as being a safety concern, authenticity is also a quality criterion for food and food ingredients. Consumers and retailers demand that the products they purchase and sell are what they purport to be. This book covers the most advanced techniques used for the authentication of a vast number of products around the world. The reader will be informed about the latest pertinent analytical techniques. Chapters focus on the novel techniques & markers that have emerged in recent years. An introductory section presents the concepts of food authentication while the second section examines in detail the analytical techniques for the detection of fraud relating to geographical, botanical, species and processing origin and production methods of food materials and ingredients. Finally, the third section looks at consumer attitudes towards food authenticity, the application of bioinformatics to this field, and the Editor’s conclusions and future outlook. Beyond being a reference to researchers working in food authentication it will serve as an essential source to analytical scientists interested in the field and food scientists to appreciate analytical approaches. This book will be a companion to under- and postgraduate students in their wander in food authentication and aims to be useful to researchers in universities and research institutions.

Advances in Noninvasive Food Analysis

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Publisher : CRC Press
ISBN 13 : 042999821X
Total Pages : 238 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Advances in Noninvasive Food Analysis by : Muhammad Kashif Iqbal Khan

Download or read book Advances in Noninvasive Food Analysis written by Muhammad Kashif Iqbal Khan and published by CRC Press. This book was released on 2019-10-16 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: To ensure food quality and safety food, professionals need a knowledge of food composition and characteristics. The analysis of food product is required for quality management throughout the developmental process including the raw materials and ingredients, but food analysis adds processing cost for food industry and consumes time for government agencies. Advances in Noninvasive Food Analysis explores the potential and recent advances in non-invasive food analysis techniques used to ensure food quality and safety. Such cost-reducing and time-saving non-destructive food analysis techniques covered include, Infrared, Raman Spectroscopy, and Nuclear Magnetic Resonance. The book also covers data processing and modelling. Features: Covers the advent of non-invasive, non-destructive methods of food analysis Presents such techniques as near and mid infrared, Raman Spectroscopy, and Nuclear Magnetic Resonance Describes the growing role of nanotechnology in non-invasive food analysis Includes image analysis and data processing and modelling required to sort out the data The prime for this book are food professionals working in industry, control authorities and research organizations that ensure food quality and safety as well as libraries of universities with substantial food science programs, food companies and food producers with research and development departments. Also available in the Contemporary Food Engineering series: Advances in Food Bioproducts, Fermentation Engineering and Bioprocessing Technologies , edited by Monica Lizeth Chavez Gonzalez, Nagamani Balagurusamy, Christobal N. Aguilar (ISBN 9781138544222) Advances in Vinegar Production, edited by Argyro Bekatorou (ISBN 9780815365990) Innovative Technologies in Seafood Processing, edited by Yesim Ozogul (ISBN 9780815366447)

Spectroscopic Methods in Food Analysis

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Publisher : CRC Press
ISBN 13 : 1351648799
Total Pages : 902 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Spectroscopic Methods in Food Analysis by : Adriana S. Franca

Download or read book Spectroscopic Methods in Food Analysis written by Adriana S. Franca and published by CRC Press. This book was released on 2017-12-14 with total page 902 pages. Available in PDF, EPUB and Kindle. Book excerpt: Given the inherent complexity of food products, most instrumental techniques employed for quality and authenticity evaluation (e.g., chromatographic methods) are time demanding, expensive, and involve a considerable amount of manual labor. Therefore, there has been an increasing interest in simpler, faster, and reliable analytical methods for assessing food quality attributes. Spectroscopic Methods in Food Analysis presents the basic concepts of spectroscopic methods, together with a discussion on the most important applications in food analysis. The determination of product quality and authenticity and the detection of adulteration are major issues in the food industry, causing concern among consumers and special attention among food manufacturers. As such, this book explains why spectroscopic methods have been extensively employed to the analysis of food products as they often require minimal or no sample preparation, provide rapid and on-line analysis, and have the potential to run multiple tests on a single sample (i.e., non-destructive). This book consists of concepts related to food quality and authenticity, that are quite broad, given the different demands of the manufacturer, the consumer, the surveillance and the legislative bodies that ultimately provide healthy and safe products.

Food Authentication

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Author :
Publisher : MDPI
ISBN 13 : 3039287486
Total Pages : 182 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Food Authentication by : Raúl González-Domínguez

Download or read book Food Authentication written by Raúl González-Domínguez and published by MDPI. This book was released on 2020-04-15 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiple factors can directly influence the chemical composition of foods and, consequently, their organoleptic, nutritional, and bioactive properties, including their geographical origin, the variety or breed, as well as the conditions of cultivation, breeding, and/or feeding, among others. Therefore, there is a great interest in the development of accurate, robust, and high-throughput analytical methods to guarantee the authenticity and traceability of foods. For these purposes, a large number of sensorial, physical, and chemical approaches can be used, which must be normally combined with advanced statistical tools. In this vein, the aim of the Special Issue “Food Authentication: Techniques, Trends, and Emerging Approaches” is to gather original research papers and review articles focused on the development and application of analytical techniques and emerging approaches in food authentication. This Special Issue comprises 12 valuable scientific contributions, including one review article and 11 original research works, dealing with the authentication of foods with great commercial value, such as olive oil, Iberian ham, and fruits, among others.

Advances in Food Authenticity Testing

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Publisher : Woodhead Publishing
ISBN 13 : 0081002335
Total Pages : 798 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis Advances in Food Authenticity Testing by : Gerard Downey

Download or read book Advances in Food Authenticity Testing written by Gerard Downey and published by Woodhead Publishing. This book was released on 2016-08-08 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Food Authenticity Testing covers a topic that is of great importance to both the food industry whose responsibility it is to provide clear and accurate labeling of their products and maintain food safety and the government agencies and organizations that are tasked with the verification of claims of food authenticity. The adulteration of foods with cheaper alternatives has a long history, but the analytical techniques which can be implemented to test for these are ever advancing. The book covers the wide range of methods and techniques utilized in the testing of food authenticity, including new implementations and processes. The first part of the book examines, in detail, the scientific basis and the process of how these techniques are used, while other sections highlight specific examples of the use of these techniques in the testing of various foods. Written by experts in both academia and industry, the book provides the most up-to-date and comprehensive coverage of this important and rapidly progressing field. Covers a topic that is of great importance to both the food industry and the governmental agencies tasked with verifying the safety and authenticity of food products Presents a wide range of methods and techniques utilized in the testing of food authenticity, including new implementations and processes Highlights specific examples of the use of the emerging techniques and testing strategies for various foods

Modern Techniques for Food Authentication

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Publisher : Academic Press
ISBN 13 : 0128142650
Total Pages : 805 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Modern Techniques for Food Authentication by : Da-Wen Sun

Download or read book Modern Techniques for Food Authentication written by Da-Wen Sun and published by Academic Press. This book was released on 2018-07-25 with total page 805 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern Techniques for Food Authentication, Second Edition presents a comprehensive review of the novel techniques available to authenticate food products, including various spectroscopic technologies, methods based on isotopic analysis and chromatography, and other techniques based on DNA, enzymatic analysis and electrophoresis. This new edition pinpoints research and development trends for those working in research, development and operations in the food industry, giving them readily accessible information on modern food authentication techniques to ensure a safe and authentic food supply. It will also serve as an essential reference source to undergraduate and postgraduate students, and for researchers in universities and research institutions. Presents emerging imaging techniques that have proven to be powerful, non-destructive tools for food authentication Includes applications of hyperspectral imaging to reflect the current trend of developments in food imaging technology for each topic area Provides pixel level visualization techniques needed for fast and effective food sample testing Contains two new chapters on Imaging Spectroscopic Techniques

Advanced Spectroscopy Techniques in Food Analysis

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Publisher : Mdpi AG
ISBN 13 : 9783036585802
Total Pages : 0 pages
Book Rating : 4.5/5 (858 download)

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Book Synopsis Advanced Spectroscopy Techniques in Food Analysis by : Mourad Kharbach

Download or read book Advanced Spectroscopy Techniques in Food Analysis written by Mourad Kharbach and published by Mdpi AG. This book was released on 2023-10-25 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's global food market, ensuring both consumer satisfaction and the highest standards of safety is paramount. Food quality analysis covers chemical composition, physical properties, taste evaluation, and even traceability. Traditional methods are often slow, expensive, and eco-unfriendly due to their destructive nature. Here's the exciting part! Advanced spectroscopy techniques offer solutions. Imagine using non-destructive methods like X-rays, hyperspectral imaging, NMR, and Raman-quick, cost-effective, and eco-friendly, using less solvent. Now, let's demystify chemometrics-it extracts hidden info from spectra or image data, creating models for both qualitative and quantitative food analysis. This reprint presents recent advances in spectroscopy and chemometrics, focusing on their role in food analysis, quality evaluation, safety, and practical industry use. It's all about ensuring safe, delicious, and trustworthy food. Whether you're a curious consumer, food enthusiast, or industry insider, this reprint unveils cutting-edge methods for maintaining top food standards. With advanced spectroscopy and chemometrics, we're on track to boost consumer confidence in the food we love.

Advanced Spectroscopic Techniques for Food Quality

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Publisher : Royal Society of Chemistry
ISBN 13 : 1839165855
Total Pages : 261 pages
Book Rating : 4.8/5 (391 download)

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Book Synopsis Advanced Spectroscopic Techniques for Food Quality by : Ashutosh Kumar Shukla

Download or read book Advanced Spectroscopic Techniques for Food Quality written by Ashutosh Kumar Shukla and published by Royal Society of Chemistry. This book was released on 2022-05-20 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of spectroscopy in food analysis is growing and this informative volume presents the application of advanced spectroscopic techniques in the analysis of food quality. The spectroscopic techniques include visible and NIR spectroscopy, FTIR spectroscopy and Laser-induced Breakdown Spectroscopy (LIBS). A wide range of food and beverage items are covered including tea, coffee and wine. The chapters will highlight the potential of spectroscopic techniques to enrich the food quality analysis experience when coupled with artificial intelligence and machine learning and provide a good opportunity to assess and critically lay out any future prospects. Different chapters have been written using a bottom-up approach that suits the needs of novice researchers and at the same time offers a smooth read for professionals. The book will also be of use to those developing spectroscopic facilities providing a useful cross comparison of the various techniques.

Fingerprinting Techniques in Food Authentication and Traceability

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Publisher : CRC Press
ISBN 13 : 1351998676
Total Pages : 432 pages
Book Rating : 4.3/5 (519 download)

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Book Synopsis Fingerprinting Techniques in Food Authentication and Traceability by : K. S. Siddiqi

Download or read book Fingerprinting Techniques in Food Authentication and Traceability written by K. S. Siddiqi and published by CRC Press. This book was released on 2018-10-08 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is an increasing interest by consumers for high-quality food products with a clear geographical origin. With these products in demand, suitable analytical techniques are needed for the quality control. Current analytical approaches are mass spectrometry techniques, spectroscopic techniques, separation techniques, and others. Fingerprinting Techniques in Food Authentication and Traceability discusses the principles of the techniques together with their advantages and drawbacks, and reported applications concerning geographical authenticity. A combination of methods analyzing different types of food compounds seems to be the most promising approach to establish the geographical origin. The abundant acquired data are analyzed by chemometrics. Producing safe and high-quality food is a prerequisite to ensure consumer health and successful domestic and international trade, and is critical to the sustainable development of national agricultural resources. Systems to trace food or feed products through specified stages of production, processing, and distribution play a key role in assuring food safety. Analytical techniques that enable the provenance of food to be determined provide an independent means of verifying traceability systems and also help to prove product authenticity, to combat fraudulent practices and to control adulteration, which are important issues for economic, religious, or cultural reasons. Proof of provenance has become an important topic in the context of food safety, food quality, and consumer protection in accordance with national legislation and international standards and guidelines.

Development of Analytical Methods in the Field of Food Analysis

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Publisher : Mdpi AG
ISBN 13 : 9783036598109
Total Pages : 0 pages
Book Rating : 4.5/5 (981 download)

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Book Synopsis Development of Analytical Methods in the Field of Food Analysis by : Gianfranco Picone

Download or read book Development of Analytical Methods in the Field of Food Analysis written by Gianfranco Picone and published by Mdpi AG. This book was released on 2024-01-05 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of analytical methods in food analysis has undergone significant advancements over the years, driven by the increasing complexity of food matrices, the need for accurate and rapid analysis, and the growing awareness of food safety and quality. In terms of the techniques that are used to name a few common examples, the range of instruments includes: 1) Classical Methods: gravimetry, titrimetry, and colorimetry were widely used for food analysis; 2) Chromatography Techniques: gas chromatography and liquid chromatography have become fundamental techniques in food analysis; 3) Spectroscopy Techniques: UV-Visible, Infrared, and Nuclear Magnetic Resonance, provide information about the chemical composition, structure, and functional groups present in food components; 4) Mass Spectrometry: coupled with chromatography, has become indispensable in food analysis; 5) Molecular Techniques: Polymerase Chain Reaction and other molecular techniques are employed for the detection of genetic material in food, addressing issues related to food authenticity, traceability, and the presence of genetically modified organisms; 7) Data Analysis and Automation: advances in data analysis, including chemometrics and machine learning, enhance the interpretation of complex data generated by modern analytical techniques. An overview of the key stages and trends in the development of analytical methods for food analysis is presented in this reprint.

Chemical Analysis of Food: Techniques and Applications

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Publisher : Academic Press
ISBN 13 : 0123848628
Total Pages : 814 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Chemical Analysis of Food: Techniques and Applications by : Yolanda Picó

Download or read book Chemical Analysis of Food: Techniques and Applications written by Yolanda Picó and published by Academic Press. This book was released on 2012-07-18 with total page 814 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The book contains twenty three chapters written by experts on the subject, is structured in two parts: the first one describes the role of the latest developments in analytical and bioanalytical techniques, and the second one deals with the most innovative applications and issues in food analysis. The two first introductory chapters about sampling technique, from basic one to the most recent advances, which is still a food challenge because is responsible of the quality and assurance of the analysis, and on data analysis and chemometrics are followed by a review of the most recently applied techniques in process (on-line) control and in laboratories for the analysis of major or minor compounds of food. These techniques ranged from the non-invasive and non-destructive ones, such as infrared spectroscopy, magnetic resonance and ultrasounds, to emerging areas as nanotechnology, biosensors and electronic noses and tongues, including those already well-established in food analysis, such as chromatographic and electrophoretic techniques. These chapters also include two important tools for solving problems in chemical and biological analysis such as mass spectrometry and molecular-based techniques"--Provided by publisher.

Food Traceability and Authenticity

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Publisher : CRC Press
ISBN 13 : 1498788432
Total Pages : 365 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Food Traceability and Authenticity by : Didier Montet

Download or read book Food Traceability and Authenticity written by Didier Montet and published by CRC Press. This book was released on 2017-11-22 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: Food traceability is a growing consumer concern worldwide. Traceability is undertaken primarily at the administrative level, where the use of advanced analytical tools is not available. Nevertheless, the determination of geographical origin is a requirement of the traceability system for the import and export of foodstuffs (EU regulation 178/2002). The topics covered in this book include the history of traceability; legislations and rules; the actual traceability techniques and the potential analytical techniques for food traceability such as molecular methods (e.g. DGGE, SSCP), next generation sequencers (NGS), bio-captors, chromatographic techniques, isotopic analysis that are used for discrimination of organic food, fish, oils. The chromatographic techniques help in the use of volatile compounds analysis. The isotope analysis helps in distinguishing between chicken meat and vegetable oils. Ambient mass spectrometry is used for studying mycotoxines and alkaloids in foodstuffs and their management, food and feed authentication in olive and other plant oils, and wine. Vibrational methods (e.g. NMR and NIRS) are used to trace food by global spectrum. The book reviews the current and future techniques including metabolomic techniques.

Food Contact Materials Analysis

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Publisher : Royal Society of Chemistry
ISBN 13 : 1788011244
Total Pages : 288 pages
Book Rating : 4.7/5 (88 download)

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Book Synopsis Food Contact Materials Analysis by : Michele Suman

Download or read book Food Contact Materials Analysis written by Michele Suman and published by Royal Society of Chemistry. This book was released on 2019-01-25 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mass spectrometric techniques have developed over recent years to offer ever increasing solutions to solving problems in food processing and packaging. Even the smallest amount of contamination in food can cause a problem for food production companies, thus they are keen to find speedy and efficient quality control methods. This book outlines how ingredients and their interrelationship with processing and packaging have developed with the exploitation of mass spectrometry and gives practical protocols to stake holders showing the flexibility of this technique. With huge relevance worldwide, this book will appeal to food packaging scientists and mass spectrometry practitioners alike.

Handbook of Research on Food Processing and Preservation Technologies

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Publisher : CRC Press
ISBN 13 : 1000405036
Total Pages : 382 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Handbook of Research on Food Processing and Preservation Technologies by : Monika Sharma

Download or read book Handbook of Research on Food Processing and Preservation Technologies written by Monika Sharma and published by CRC Press. This book was released on 2021-10-04 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Research on Food Processing and Preservation Technologies covers a vast abundance of information on various design, development, and applications of novel and innovative strategies for food processing and preservation. The roles and applications of minimal processing techniques (such as ozone treatment, vacuum drying, osmotic dehydration, dense phase carbon dioxide treatment, pulsed electric field, and high-pressure assisted freezing) are discussed, along with a wide range of applications. The handbook also explores some exciting computer-aided techniques emerging in the food processing sector, such as robotics, radio frequency identification (RFID), three-dimensional food printing, artificial intelligence, etc. Some emphasis has also been given on nondestructive quality evaluation techniques (such as image processing, terahertz spectroscopy imaging technique, near infrared, Fourier transform infrared spectroscopy technique, etc.) for food quality and safety evaluation. The significant roles of food properties in the design of specific foods and edible films have been elucidated as well. Volume 5: Emerging Techniques for Food Processing, Quality, and Safety Assurance discusses various emerging techniques for food preservation, formulation, and nondestructive quality evaluation techniques. Each chapter covers major aspects pertaining to principles, design, and applications of various food processing methods, such as low temperature-based-ultrasonic drying of foods, hypobaric processing of foods, viability of high-pressure technology, application of pulsed electric fields in food preservation, green nanotechnology for food processing and preservation, advanced methods of encapsulation, basics and methods of food authentication, imaging techniques for quality inspection of spices and nuts, FTIR coupled with chemometrics for food quality and safety, and the use of robotic engineering for quality and safety. Other volumes in the 5-volume set include: Volume 1: Nonthermal and Innovative Food Processing Methods Volume 2: Nonthermal Food Preservation and Novel Processing Strategies Volume 3: Computer-Aided Food Processing and Quality Evaluation Techniques Volume 4: Design and Development of Specific Foods, Packaging Systems, and Food Safety Together with the other volumes in the set, the Handbook of Research on Food Processing and Preservation Technologies will be a valuable resource for researchers, scientists, students, growers, traders, processors, industries, and others.